{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Part C: Mixed (Invasion) Percolation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Until now we have demonstrated percolation that assumed that the important entry pressures are determined by the throat connections, i.e. ``Bond Percolation``. When modelling imbibiton the reverse can be true and in-fact the often larger pores can become the most resistive parts of the network. Occasionally processes may exist that require analysis of the phase configuration within both pores and throats and an associated entry pressure can be attributed to both elements of the network. For example, co-operative pore filling is primarily a throat driven process where a phase may be present in more than one of the connected throats for a given pore. The phases may coalesce at pressures lesser than their individual entry pressures by bulging into the pore and touching each other or other solid objects. This can be accounted for with a conditional evaluation of the the combined throat occupancy at each pore thus providing a throat and pore dependend invasion mechanism. The phenomenon is discussed in greater detail in [Tranter 2017](http://link.springer.com/10.1007/s11242-017-0973-2) and the paper recreation notebooks."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "import numpy as np\n",
    "import openpnm as op\n",
    "%config InlineBackend.figure_formats = ['svg']\n",
    "from openpnm.algorithms import MixedInvasionPercolation as mp\n",
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "from ipywidgets import interact, IntSlider\n",
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "%matplotlib inline\n",
    "mpl.rcParams[\"image.interpolation\"] = \"None\"\n",
    "warnings.simplefilter(\"ignore\")\n",
    "np.random.seed(10)\n",
    "ws = op.Workspace()\n",
    "ws.settings['loglevel'] = 50"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The Mixed Invasion Percolation algorithm therefore requires a physics associated with its invading phase that contains both a pore and throat entry pressure. Initially we can set the pore entry pressure to be zero, in which case the behaviour should be identical to the normal invasion percolation algorithm."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"302.878125pt\" version=\"1.1\" viewBox=\"0 0 334.753151 302.878125\" width=\"334.753151pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:12:51.783299</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 302.878125 \r\n",
       "L 334.753151 302.878125 \r\n",
       "L 334.753151 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 39.65 279 \r\n",
       "L 318.65 279 \r\n",
       "L 318.65 7.2 \r\n",
       "L 39.65 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path clip-path=\"url(#p29d371443d)\" d=\"M 52.331818 279 \r\n",
       "L 77.695455 279 \r\n",
       "L 77.695455 134.673858 \r\n",
       "L 52.331818 134.673858 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path clip-path=\"url(#p29d371443d)\" d=\"M 77.695455 279 \r\n",
       "L 103.059091 279 \r\n",
       "L 103.059091 20.142857 \r\n",
       "L 77.695455 20.142857 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path clip-path=\"url(#p29d371443d)\" d=\"M 103.059091 279 \r\n",
       "L 128.422727 279 \r\n",
       "L 128.422727 29.536866 \r\n",
       "L 103.059091 29.536866 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path clip-path=\"url(#p29d371443d)\" d=\"M 128.422727 279 \r\n",
       "L 153.786364 279 \r\n",
       "L 153.786364 41.872434 \r\n",
       "L 128.422727 41.872434 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path clip-path=\"url(#p29d371443d)\" d=\"M 153.786364 279 \r\n",
       "L 179.15 279 \r\n",
       "L 179.15 61.988898 \r\n",
       "L 153.786364 61.988898 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path clip-path=\"url(#p29d371443d)\" d=\"M 179.15 279 \r\n",
       "L 204.513636 279 \r\n",
       "L 204.513636 80.871806 \r\n",
       "L 179.15 80.871806 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path clip-path=\"url(#p29d371443d)\" d=\"M 204.513636 279 \r\n",
       "L 229.877273 279 \r\n",
       "L 229.877273 121.863846 \r\n",
       "L 204.513636 121.863846 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_10\">\r\n",
       "    <path clip-path=\"url(#p29d371443d)\" d=\"M 229.877273 279 \r\n",
       "L 255.240909 279 \r\n",
       "L 255.240909 130.119187 \r\n",
       "L 229.877273 130.119187 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_11\">\r\n",
       "    <path clip-path=\"url(#p29d371443d)\" d=\"M 255.240909 279 \r\n",
       "L 280.604545 279 \r\n",
       "L 280.604545 140.556975 \r\n",
       "L 255.240909 140.556975 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_12\">\r\n",
       "    <path clip-path=\"url(#p29d371443d)\" d=\"M 280.604545 279 \r\n",
       "L 305.968182 279 \r\n",
       "L 305.968182 149.571429 \r\n",
       "L 280.604545 149.571429 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m80ee0aa3bf\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.493195\" xlink:href=\"#m80ee0aa3bf\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <g transform=\"translate(24.586945 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 794 531 \r\n",
       "L 1825 531 \r\n",
       "L 1825 4091 \r\n",
       "L 703 3866 \r\n",
       "L 703 4441 \r\n",
       "L 1819 4666 \r\n",
       "L 2450 4666 \r\n",
       "L 2450 531 \r\n",
       "L 3481 531 \r\n",
       "L 3481 0 \r\n",
       "L 794 0 \r\n",
       "L 794 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"85.685479\" xlink:href=\"#m80ee0aa3bf\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(69.779229 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 691 4666 \r\n",
       "L 3169 4666 \r\n",
       "L 3169 4134 \r\n",
       "L 1269 4134 \r\n",
       "L 1269 2991 \r\n",
       "Q 1406 3038 1543 3061 \r\n",
       "Q 1681 3084 1819 3084 \r\n",
       "Q 2600 3084 3056 2656 \r\n",
       "Q 3513 2228 3513 1497 \r\n",
       "Q 3513 744 3044 326 \r\n",
       "Q 2575 -91 1722 -91 \r\n",
       "Q 1428 -91 1123 -41 \r\n",
       "Q 819 9 494 109 \r\n",
       "L 494 744 \r\n",
       "Q 775 591 1075 516 \r\n",
       "Q 1375 441 1709 441 \r\n",
       "Q 2250 441 2565 725 \r\n",
       "Q 2881 1009 2881 1497 \r\n",
       "Q 2881 1984 2565 2268 \r\n",
       "Q 2250 2553 1709 2553 \r\n",
       "Q 1456 2553 1204 2497 \r\n",
       "Q 953 2441 691 2322 \r\n",
       "L 691 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"130.877764\" xlink:href=\"#m80ee0aa3bf\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(114.971514 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"176.070048\" xlink:href=\"#m80ee0aa3bf\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(160.163798 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"221.262332\" xlink:href=\"#m80ee0aa3bf\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 30000 -->\r\n",
       "      <g transform=\"translate(205.356082 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2597 2516 \r\n",
       "Q 3050 2419 3304 2112 \r\n",
       "Q 3559 1806 3559 1356 \r\n",
       "Q 3559 666 3084 287 \r\n",
       "Q 2609 -91 1734 -91 \r\n",
       "Q 1441 -91 1130 -33 \r\n",
       "Q 819 25 488 141 \r\n",
       "L 488 750 \r\n",
       "Q 750 597 1062 519 \r\n",
       "Q 1375 441 1716 441 \r\n",
       "Q 2309 441 2620 675 \r\n",
       "Q 2931 909 2931 1356 \r\n",
       "Q 2931 1769 2642 2001 \r\n",
       "Q 2353 2234 1838 2234 \r\n",
       "L 1294 2234 \r\n",
       "L 1294 2753 \r\n",
       "L 1863 2753 \r\n",
       "Q 2328 2753 2575 2939 \r\n",
       "Q 2822 3125 2822 3475 \r\n",
       "Q 2822 3834 2567 4026 \r\n",
       "Q 2313 4219 1838 4219 \r\n",
       "Q 1578 4219 1281 4162 \r\n",
       "Q 984 4106 628 3988 \r\n",
       "L 628 4550 \r\n",
       "Q 988 4650 1302 4700 \r\n",
       "Q 1616 4750 1894 4750 \r\n",
       "Q 2613 4750 3031 4423 \r\n",
       "Q 3450 4097 3450 3541 \r\n",
       "Q 3450 3153 3228 2886 \r\n",
       "Q 3006 2619 2597 2516 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-33\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"266.454617\" xlink:href=\"#m80ee0aa3bf\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 35000 -->\r\n",
       "      <g transform=\"translate(250.548367 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"311.646901\" xlink:href=\"#m80ee0aa3bf\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 40000 -->\r\n",
       "      <g transform=\"translate(295.740651 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m49c3dcf189\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m49c3dcf189\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(26.2875 282.799219)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m49c3dcf189\" y=\"231.555509\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 500 -->\r\n",
       "      <g transform=\"translate(13.5625 235.354728)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m49c3dcf189\" y=\"184.111018\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 1000 -->\r\n",
       "      <g transform=\"translate(7.2 187.910237)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m49c3dcf189\" y=\"136.666527\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 1500 -->\r\n",
       "      <g transform=\"translate(7.2 140.465746)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m49c3dcf189\" y=\"89.222036\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 2000 -->\r\n",
       "      <g transform=\"translate(7.2 93.021255)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m49c3dcf189\" y=\"41.777545\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 2500 -->\r\n",
       "      <g transform=\"translate(7.2 45.576764)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_13\">\r\n",
       "    <path d=\"M 39.65 279 \r\n",
       "L 39.65 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_14\">\r\n",
       "    <path d=\"M 318.65 279 \r\n",
       "L 318.65 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_15\">\r\n",
       "    <path d=\"M 39.65 279 \r\n",
       "L 318.65 279 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_16\">\r\n",
       "    <path d=\"M 39.65 7.2 \r\n",
       "L 318.65 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p29d371443d\">\r\n",
       "   <rect height=\"271.8\" width=\"279\" x=\"39.65\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "N = 100\n",
    "net = op.network.Cubic(shape=[N, N, 1], spacing=2.5e-5)\n",
    "geom = op.geometry.SpheresAndCylinders(network=net, pores=net.Ps, throats=net.Ts)\n",
    "water = op.phases.Water(network=net)\n",
    "phys = op.physics.Standard(network=net, phase=water, geometry=geom)\n",
    "phys['pore.entry_pressure'] = 0.0\n",
    "fig, ax = plt.subplots(figsize=[5, 5])\n",
    "ax.hist(phys['throat.entry_pressure'])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def run_mp(trapping=False, residual=None, snap_off=False, plot=True, flowrate=None, phase=None):\n",
    "    alg = mp(network=net)\n",
    "    if snap_off:\n",
    "        alg.settings['snap_off'] = 'throat.snap_off'\n",
    "    alg.setup(phase=phase)\n",
    "    alg.set_inlets(pores=net.pores('left'))\n",
    "    if residual is not None:\n",
    "        alg.set_residual(pores=residual)\n",
    "    alg.run()\n",
    "    if trapping:\n",
    "        alg.set_outlets(net.pores('right'))\n",
    "        alg.apply_trapping()\n",
    "    inv_points = np.arange(0, 100, 1)\n",
    "    # returns data as well as plotting\n",
    "    alg_data = alg.get_intrusion_data(inv_points=inv_points)\n",
    "    water.update(alg.results(Pc=inv_points.max()))\n",
    "    if plot:\n",
    "        fig, ax = plt.subplots(figsize=[5, 5])\n",
    "        L = np.sqrt(net.Np).astype(int)\n",
    "        ax.imshow(alg['pore.invasion_sequence'].reshape([L, L]),\n",
    "                   cmap=plt.get_cmap('Blues'))\n",
    "        plt.show()\n",
    "    if flowrate is not None:\n",
    "        alg.apply_flow(flowrate=flowrate)\n",
    "    return alg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"305.318344pt\" version=\"1.1\" viewBox=\"0 0 305.925 305.318344\" width=\"305.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:12:58.954141</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 305.318344 \r\n",
       "L 305.925 305.318344 \r\n",
       "L 305.925 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 298.725 281.440219 \r\n",
       "L 298.725 9.640219 \r\n",
       "L 26.925 9.640219 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#pe0620d1bd2)\">\r\n",
       "    <image height=\"100\" id=\"imagef562345321\" style=\"image-rendering:crisp-edges;image-rendering:pixelated\" transform=\"matrix(2.72 0 0 2.72 26.925 9.440219)\" width=\"100\" xlink:href=\"data:image/png;base64,\r\n",
       "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\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mb1372bca6a\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.284\" xlink:href=\"#mb1372bca6a\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(25.10275 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"82.644\" xlink:href=\"#mb1372bca6a\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(76.2815 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"137.004\" xlink:href=\"#mb1372bca6a\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <g transform=\"translate(130.6415 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"191.364\" xlink:href=\"#mb1372bca6a\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <g transform=\"translate(185.0015 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2113 2584 \r\n",
       "Q 1688 2584 1439 2293 \r\n",
       "Q 1191 2003 1191 1497 \r\n",
       "Q 1191 994 1439 701 \r\n",
       "Q 1688 409 2113 409 \r\n",
       "Q 2538 409 2786 701 \r\n",
       "Q 3034 994 3034 1497 \r\n",
       "Q 3034 2003 2786 2293 \r\n",
       "Q 2538 2584 2113 2584 \r\n",
       "z\r\n",
       "M 3366 4563 \r\n",
       "L 3366 3988 \r\n",
       "Q 3128 4100 2886 4159 \r\n",
       "Q 2644 4219 2406 4219 \r\n",
       "Q 1781 4219 1451 3797 \r\n",
       "Q 1122 3375 1075 2522 \r\n",
       "Q 1259 2794 1537 2939 \r\n",
       "Q 1816 3084 2150 3084 \r\n",
       "Q 2853 3084 3261 2657 \r\n",
       "Q 3669 2231 3669 1497 \r\n",
       "Q 3669 778 3244 343 \r\n",
       "Q 2819 -91 2113 -91 \r\n",
       "Q 1303 -91 875 529 \r\n",
       "Q 447 1150 447 2328 \r\n",
       "Q 447 3434 972 4092 \r\n",
       "Q 1497 4750 2381 4750 \r\n",
       "Q 2619 4750 2861 4703 \r\n",
       "Q 3103 4656 3366 4563 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"245.724\" xlink:href=\"#mb1372bca6a\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 80 -->\r\n",
       "      <g transform=\"translate(239.3615 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 2216 \r\n",
       "Q 1584 2216 1326 1975 \r\n",
       "Q 1069 1734 1069 1313 \r\n",
       "Q 1069 891 1326 650 \r\n",
       "Q 1584 409 2034 409 \r\n",
       "Q 2484 409 2743 651 \r\n",
       "Q 3003 894 3003 1313 \r\n",
       "Q 3003 1734 2745 1975 \r\n",
       "Q 2488 2216 2034 2216 \r\n",
       "z\r\n",
       "M 1403 2484 \r\n",
       "Q 997 2584 770 2862 \r\n",
       "Q 544 3141 544 3541 \r\n",
       "Q 544 4100 942 4425 \r\n",
       "Q 1341 4750 2034 4750 \r\n",
       "Q 2731 4750 3128 4425 \r\n",
       "Q 3525 4100 3525 3541 \r\n",
       "Q 3525 3141 3298 2862 \r\n",
       "Q 3072 2584 2669 2484 \r\n",
       "Q 3125 2378 3379 2068 \r\n",
       "Q 3634 1759 3634 1313 \r\n",
       "Q 3634 634 3220 271 \r\n",
       "Q 2806 -91 2034 -91 \r\n",
       "Q 1263 -91 848 271 \r\n",
       "Q 434 634 434 1313 \r\n",
       "Q 434 1759 690 2068 \r\n",
       "Q 947 2378 1403 2484 \r\n",
       "z\r\n",
       "M 1172 3481 \r\n",
       "Q 1172 3119 1398 2916 \r\n",
       "Q 1625 2713 2034 2713 \r\n",
       "Q 2441 2713 2670 2916 \r\n",
       "Q 2900 3119 2900 3481 \r\n",
       "Q 2900 3844 2670 4047 \r\n",
       "Q 2441 4250 2034 4250 \r\n",
       "Q 1625 4250 1398 4047 \r\n",
       "Q 1172 3844 1172 3481 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m607b2ccd2b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m607b2ccd2b\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(13.5625 14.798438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m607b2ccd2b\" y=\"65.359219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(7.2 69.158438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m607b2ccd2b\" y=\"119.719219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <g transform=\"translate(7.2 123.518438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m607b2ccd2b\" y=\"174.079219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <g transform=\"translate(7.2 177.878437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m607b2ccd2b\" y=\"228.439219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 80 -->\r\n",
       "      <g transform=\"translate(7.2 232.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 26.925 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 298.725 281.440219 \r\n",
       "L 298.725 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 298.725 281.440219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 26.925 9.640219 \r\n",
       "L 298.725 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pe0620d1bd2\">\r\n",
       "   <rect height=\"271.8\" width=\"271.8\" x=\"26.925\" y=\"9.640219\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "alg1 = run_mp(phase=water)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The intrusion data for Mixed Invasion Percolation is shown as an invasion pressure envelope, as ordinary percolation would but we can still compare the two plots."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"234.928125pt\" version=\"1.1\" viewBox=\"0 0 323.575024 234.928125\" width=\"323.575024pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:13:05.144571</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 234.928125 \r\n",
       "L 323.575024 234.928125 \r\n",
       "L 323.575024 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 30.103125 211.05 \r\n",
       "L 309.103125 211.05 \r\n",
       "L 309.103125 7.2 \r\n",
       "L 30.103125 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"md04ad3192d\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.784943\" xlink:href=\"#md04ad3192d\" y=\"211.05\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(39.603693 225.648438)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"74.995422\" xlink:href=\"#md04ad3192d\" y=\"211.05\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 5000 -->\r\n",
       "      <g transform=\"translate(62.270422 225.648438)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 691 4666 \r\n",
       "L 3169 4666 \r\n",
       "L 3169 4134 \r\n",
       "L 1269 4134 \r\n",
       "L 1269 2991 \r\n",
       "Q 1406 3038 1543 3061 \r\n",
       "Q 1681 3084 1819 3084 \r\n",
       "Q 2600 3084 3056 2656 \r\n",
       "Q 3513 2228 3513 1497 \r\n",
       "Q 3513 744 3044 326 \r\n",
       "Q 2575 -91 1722 -91 \r\n",
       "Q 1428 -91 1123 -41 \r\n",
       "Q 819 9 494 109 \r\n",
       "L 494 744 \r\n",
       "Q 775 591 1075 516 \r\n",
       "Q 1375 441 1709 441 \r\n",
       "Q 2250 441 2565 725 \r\n",
       "Q 2881 1009 2881 1497 \r\n",
       "Q 2881 1984 2565 2268 \r\n",
       "Q 2250 2553 1709 2553 \r\n",
       "Q 1456 2553 1204 2497 \r\n",
       "Q 953 2441 691 2322 \r\n",
       "L 691 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"107.205901\" xlink:href=\"#md04ad3192d\" y=\"211.05\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <g transform=\"translate(91.299651 225.648438)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 794 531 \r\n",
       "L 1825 531 \r\n",
       "L 1825 4091 \r\n",
       "L 703 3866 \r\n",
       "L 703 4441 \r\n",
       "L 1819 4666 \r\n",
       "L 2450 4666 \r\n",
       "L 2450 531 \r\n",
       "L 3481 531 \r\n",
       "L 3481 0 \r\n",
       "L 794 0 \r\n",
       "L 794 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"139.41638\" xlink:href=\"#md04ad3192d\" y=\"211.05\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(123.51013 225.648438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"171.626858\" xlink:href=\"#md04ad3192d\" y=\"211.05\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(155.720608 225.648438)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"203.837337\" xlink:href=\"#md04ad3192d\" y=\"211.05\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(187.931087 225.648438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"236.047816\" xlink:href=\"#md04ad3192d\" y=\"211.05\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 30000 -->\r\n",
       "      <g transform=\"translate(220.141566 225.648438)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2597 2516 \r\n",
       "Q 3050 2419 3304 2112 \r\n",
       "Q 3559 1806 3559 1356 \r\n",
       "Q 3559 666 3084 287 \r\n",
       "Q 2609 -91 1734 -91 \r\n",
       "Q 1441 -91 1130 -33 \r\n",
       "Q 819 25 488 141 \r\n",
       "L 488 750 \r\n",
       "Q 750 597 1062 519 \r\n",
       "Q 1375 441 1716 441 \r\n",
       "Q 2309 441 2620 675 \r\n",
       "Q 2931 909 2931 1356 \r\n",
       "Q 2931 1769 2642 2001 \r\n",
       "Q 2353 2234 1838 2234 \r\n",
       "L 1294 2234 \r\n",
       "L 1294 2753 \r\n",
       "L 1863 2753 \r\n",
       "Q 2328 2753 2575 2939 \r\n",
       "Q 2822 3125 2822 3475 \r\n",
       "Q 2822 3834 2567 4026 \r\n",
       "Q 2313 4219 1838 4219 \r\n",
       "Q 1578 4219 1281 4162 \r\n",
       "Q 984 4106 628 3988 \r\n",
       "L 628 4550 \r\n",
       "Q 988 4650 1302 4700 \r\n",
       "Q 1616 4750 1894 4750 \r\n",
       "Q 2613 4750 3031 4423 \r\n",
       "Q 3450 4097 3450 3541 \r\n",
       "Q 3450 3153 3228 2886 \r\n",
       "Q 3006 2619 2597 2516 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-33\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"268.258295\" xlink:href=\"#md04ad3192d\" y=\"211.05\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 35000 -->\r\n",
       "      <g transform=\"translate(252.352045 225.648438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_9\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"300.468774\" xlink:href=\"#md04ad3192d\" y=\"211.05\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 40000 -->\r\n",
       "      <g transform=\"translate(284.562524 225.648438)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m9637c795ef\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m9637c795ef\" y=\"201.784958\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 0.0 -->\r\n",
       "      <g transform=\"translate(7.2 205.584177)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 684 794 \r\n",
       "L 1344 794 \r\n",
       "L 1344 0 \r\n",
       "L 684 0 \r\n",
       "L 684 794 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-2e\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m9637c795ef\" y=\"164.721148\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 0.2 -->\r\n",
       "      <g transform=\"translate(7.2 168.520367)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m9637c795ef\" y=\"127.657338\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.4 -->\r\n",
       "      <g transform=\"translate(7.2 131.456557)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m9637c795ef\" y=\"90.593529\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 0.6 -->\r\n",
       "      <g transform=\"translate(7.2 94.392747)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2113 2584 \r\n",
       "Q 1688 2584 1439 2293 \r\n",
       "Q 1191 2003 1191 1497 \r\n",
       "Q 1191 994 1439 701 \r\n",
       "Q 1688 409 2113 409 \r\n",
       "Q 2538 409 2786 701 \r\n",
       "Q 3034 994 3034 1497 \r\n",
       "Q 3034 2003 2786 2293 \r\n",
       "Q 2538 2584 2113 2584 \r\n",
       "z\r\n",
       "M 3366 4563 \r\n",
       "L 3366 3988 \r\n",
       "Q 3128 4100 2886 4159 \r\n",
       "Q 2644 4219 2406 4219 \r\n",
       "Q 1781 4219 1451 3797 \r\n",
       "Q 1122 3375 1075 2522 \r\n",
       "Q 1259 2794 1537 2939 \r\n",
       "Q 1816 3084 2150 3084 \r\n",
       "Q 2853 3084 3261 2657 \r\n",
       "Q 3669 2231 3669 1497 \r\n",
       "Q 3669 778 3244 343 \r\n",
       "Q 2819 -91 2113 -91 \r\n",
       "Q 1303 -91 875 529 \r\n",
       "Q 447 1150 447 2328 \r\n",
       "Q 447 3434 972 4092 \r\n",
       "Q 1497 4750 2381 4750 \r\n",
       "Q 2619 4750 2861 4703 \r\n",
       "Q 3103 4656 3366 4563 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m9637c795ef\" y=\"53.529719\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 0.8 -->\r\n",
       "      <g transform=\"translate(7.2 57.328938)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 2216 \r\n",
       "Q 1584 2216 1326 1975 \r\n",
       "Q 1069 1734 1069 1313 \r\n",
       "Q 1069 891 1326 650 \r\n",
       "Q 1584 409 2034 409 \r\n",
       "Q 2484 409 2743 651 \r\n",
       "Q 3003 894 3003 1313 \r\n",
       "Q 3003 1734 2745 1975 \r\n",
       "Q 2488 2216 2034 2216 \r\n",
       "z\r\n",
       "M 1403 2484 \r\n",
       "Q 997 2584 770 2862 \r\n",
       "Q 544 3141 544 3541 \r\n",
       "Q 544 4100 942 4425 \r\n",
       "Q 1341 4750 2034 4750 \r\n",
       "Q 2731 4750 3128 4425 \r\n",
       "Q 3525 4100 3525 3541 \r\n",
       "Q 3525 3141 3298 2862 \r\n",
       "Q 3072 2584 2669 2484 \r\n",
       "Q 3125 2378 3379 2068 \r\n",
       "Q 3634 1759 3634 1313 \r\n",
       "Q 3634 634 3220 271 \r\n",
       "Q 2806 -91 2034 -91 \r\n",
       "Q 1263 -91 848 271 \r\n",
       "Q 434 634 434 1313 \r\n",
       "Q 434 1759 690 2068 \r\n",
       "Q 947 2378 1403 2484 \r\n",
       "z\r\n",
       "M 1172 3481 \r\n",
       "Q 1172 3119 1398 2916 \r\n",
       "Q 1625 2713 2034 2713 \r\n",
       "Q 2441 2713 2670 2916 \r\n",
       "Q 2900 3119 2900 3481 \r\n",
       "Q 2900 3844 2670 4047 \r\n",
       "Q 2441 4250 2034 4250 \r\n",
       "Q 1625 4250 1398 4047 \r\n",
       "Q 1172 3844 1172 3481 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m9637c795ef\" y=\"16.465909\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 1.0 -->\r\n",
       "      <g transform=\"translate(7.2 20.265128)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#pc039b4aac9)\" d=\"M 42.784943 201.784091 \r\n",
       "L 42.784943 201.635032 \r\n",
       "L 118.308016 201.627803 \r\n",
       "L 42.784943 201.530908 \r\n",
       "L 42.784943 200.599361 \r\n",
       "L 127.972361 200.494227 \r\n",
       "L 127.972361 200.471958 \r\n",
       "L 133.573109 200.350593 \r\n",
       "L 123.054954 200.282107 \r\n",
       "L 128.156332 200.239582 \r\n",
       "L 128.156332 200.217457 \r\n",
       "L 128.853783 200.159572 \r\n",
       "L 126.577327 200.153412 \r\n",
       "L 126.577327 200.118184 \r\n",
       "L 134.341707 200.000781 \r\n",
       "L 139.914686 199.866351 \r\n",
       "L 139.929149 199.821239 \r\n",
       "L 141.707255 199.698505 \r\n",
       "L 121.377329 199.663297 \r\n",
       "L 124.565845 199.58955 \r\n",
       "L 124.565845 199.555944 \r\n",
       "L 143.987543 199.434973 \r\n",
       "L 125.464669 199.329743 \r\n",
       "L 125.464669 199.30351 \r\n",
       "L 123.444996 199.264258 \r\n",
       "L 130.704426 199.226048 \r\n",
       "L 130.704426 199.16839 \r\n",
       "L 122.660872 199.073129 \r\n",
       "L 132.546413 199.019023 \r\n",
       "L 127.782596 198.959716 \r\n",
       "L 127.171019 198.898114 \r\n",
       "L 143.987543 198.829756 \r\n",
       "L 143.987543 198.79874 \r\n",
       "L 144.210859 198.731656 \r\n",
       "L 122.050503 198.6902 \r\n",
       "L 144.403996 198.650563 \r\n",
       "L 144.403996 198.622335 \r\n",
       "L 144.575183 198.590305 \r\n",
       "L 145.715636 198.510349 \r\n",
       "L 119.071002 198.472263 \r\n",
       "L 123.979143 198.396824 \r\n",
       "L 123.979143 198.371106 \r\n",
       "L 133.358136 198.252231 \r\n",
       "L 133.358136 198.233703 \r\n",
       "L 146.576907 198.067046 \r\n",
       "L 128.467742 198.008558 \r\n",
       "L 147.121717 197.959222 \r\n",
       "L 147.121717 197.942738 \r\n",
       "L 147.976037 197.865501 \r\n",
       "L 145.400734 197.860013 \r\n",
       "L 145.400734 197.846815 \r\n",
       "L 120.269546 197.773806 \r\n",
       "L 126.8362 197.666819 \r\n",
       "L 126.8362 197.660602 \r\n",
       "L 148.368791 197.488711 \r\n",
       "L 146.76437 197.466811 \r\n",
       "L 146.76437 197.444294 \r\n",
       "L 118.158269 197.327931 \r\n",
       "L 133.80254 197.215239 \r\n",
       "L 133.80254 197.148629 \r\n",
       "L 134.467541 197.054521 \r\n",
       "L 134.467541 196.964895 \r\n",
       "L 142.979085 196.892647 \r\n",
       "L 142.207072 196.834724 \r\n",
       "L 142.207072 196.820716 \r\n",
       "L 135.715446 196.773732 \r\n",
       "L 146.145086 196.690704 \r\n",
       "L 146.145086 196.654888 \r\n",
       "L 124.75215 196.583334 \r\n",
       "L 142.912355 196.56016 \r\n",
       "L 142.912355 196.529312 \r\n",
       "L 126.918072 196.460119 \r\n",
       "L 135.590366 196.430503 \r\n",
       "L 135.590366 196.413281 \r\n",
       "L 135.922782 196.390955 \r\n",
       "L 146.372805 196.296186 \r\n",
       "L 140.754461 196.291041 \r\n",
       "L 140.754461 196.2764 \r\n",
       "L 149.56034 196.219937 \r\n",
       "L 148.638479 196.185129 \r\n",
       "L 119.566206 196.147142 \r\n",
       "L 151.00108 196.096688 \r\n",
       "L 151.00108 196.076303 \r\n",
       "L 151.00108 196.050938 \r\n",
       "L 127.790328 196.021933 \r\n",
       "L 151.543235 195.95765 \r\n",
       "L 151.543235 195.941908 \r\n",
       "L 153.285054 195.881931 \r\n",
       "L 143.809662 195.87708 \r\n",
       "L 143.809662 195.858126 \r\n",
       "L 143.809662 195.844407 \r\n",
       "L 153.285054 195.815919 \r\n",
       "L 125.666487 195.809038 \r\n",
       "L 146.674306 195.737207 \r\n",
       "L 118.380678 195.655783 \r\n",
       "L 119.325106 195.648477 \r\n",
       "L 119.325106 195.617776 \r\n",
       "L 125.711142 195.546921 \r\n",
       "L 122.443942 195.506191 \r\n",
       "L 122.443942 195.472067 \r\n",
       "L 118.300341 195.432798 \r\n",
       "L 130.940456 195.387723 \r\n",
       "L 130.940456 195.321518 \r\n",
       "L 140.155019 195.207962 \r\n",
       "L 116.773677 195.166556 \r\n",
       "L 116.803321 195.117586 \r\n",
       "L 116.803321 195.082936 \r\n",
       "L 146.696501 194.941973 \r\n",
       "L 146.696501 194.936996 \r\n",
       "L 153.924961 194.842641 \r\n",
       "L 153.964934 194.798366 \r\n",
       "L 154.062925 194.763531 \r\n",
       "L 121.137958 194.689287 \r\n",
       "L 137.544435 194.65515 \r\n",
       "L 137.544435 194.633613 \r\n",
       "L 154.199505 194.584748 \r\n",
       "L 139.890446 194.522449 \r\n",
       "L 139.890446 194.507415 \r\n",
       "L 154.271009 194.436548 \r\n",
       "L 141.584541 194.412072 \r\n",
       "L 141.584541 194.330903 \r\n",
       "L 154.957395 194.256148 \r\n",
       "L 127.536878 194.249784 \r\n",
       "L 139.574154 194.221702 \r\n",
       "L 139.574154 194.20652 \r\n",
       "L 155.141674 194.155728 \r\n",
       "L 152.67347 194.094005 \r\n",
       "L 152.67347 194.080433 \r\n",
       "L 126.609191 193.96247 \r\n",
       "L 126.609191 193.927065 \r\n",
       "L 130.36197 193.869345 \r\n",
       "L 124.430385 193.830303 \r\n",
       "L 124.430385 193.800246 \r\n",
       "L 143.810354 193.675995 \r\n",
       "L 154.307687 193.569104 \r\n",
       "L 123.561671 193.536494 \r\n",
       "L 155.369525 193.498231 \r\n",
       "L 154.984081 193.46534 \r\n",
       "L 154.984081 193.437115 \r\n",
       "L 130.796094 193.410858 \r\n",
       "L 149.304871 193.336156 \r\n",
       "L 149.304871 193.299428 \r\n",
       "L 155.775377 193.249465 \r\n",
       "L 133.543434 193.243323 \r\n",
       "L 145.746846 193.202315 \r\n",
       "L 145.746846 193.177869 \r\n",
       "L 154.643254 193.148015 \r\n",
       "L 128.201936 193.061145 \r\n",
       "L 128.201936 193.032753 \r\n",
       "L 126.731893 193.002951 \r\n",
       "L 127.338293 192.973384 \r\n",
       "L 156.734721 192.850988 \r\n",
       "L 156.734721 192.838453 \r\n",
       "L 156.923014 192.807949 \r\n",
       "L 119.455659 192.685168 \r\n",
       "L 119.455659 192.654623 \r\n",
       "L 152.829024 192.543928 \r\n",
       "L 152.829024 192.515454 \r\n",
       "L 137.667898 192.493985 \r\n",
       "L 157.454109 192.419268 \r\n",
       "L 157.454109 192.410138 \r\n",
       "L 157.454109 192.405698 \r\n",
       "L 158.58788 192.267841 \r\n",
       "L 158.58788 192.263958 \r\n",
       "L 158.980886 192.205648 \r\n",
       "L 137.450685 192.157763 \r\n",
       "L 140.522721 192.095115 \r\n",
       "L 140.522721 192.076598 \r\n",
       "L 119.924309 191.962905 \r\n",
       "L 122.11091 191.955945 \r\n",
       "L 122.11091 191.928367 \r\n",
       "L 125.293399 191.827637 \r\n",
       "L 120.892322 191.785524 \r\n",
       "L 125.289751 191.721401 \r\n",
       "L 133.375222 191.636432 \r\n",
       "L 131.094859 191.608383 \r\n",
       "L 120.743311 191.49674 \r\n",
       "L 122.446522 191.490047 \r\n",
       "L 122.446522 191.462815 \r\n",
       "L 134.441257 191.34202 \r\n",
       "L 140.522721 191.271581 \r\n",
       "L 128.963066 191.244218 \r\n",
       "L 141.233837 191.162133 \r\n",
       "L 141.233837 191.116377 \r\n",
       "L 141.886709 191.065463 \r\n",
       "L 129.366823 191.034805 \r\n",
       "L 143.858167 190.968436 \r\n",
       "L 143.858167 190.955104 \r\n",
       "L 145.922821 190.882918 \r\n",
       "L 135.561408 190.859778 \r\n",
       "L 147.990117 190.8292 \r\n",
       "L 140.417087 190.769761 \r\n",
       "L 152.03871 190.643031 \r\n",
       "L 147.033466 190.637969 \r\n",
       "L 147.033466 190.620156 \r\n",
       "L 128.331942 190.53677 \r\n",
       "L 129.242782 190.502929 \r\n",
       "L 129.242782 190.468404 \r\n",
       "L 129.070311 190.441055 \r\n",
       "L 143.654052 190.396489 \r\n",
       "L 125.504661 190.359183 \r\n",
       "L 125.504661 190.328757 \r\n",
       "L 119.55526 190.287416 \r\n",
       "L 128.430794 190.243961 \r\n",
       "L 128.430794 190.222048 \r\n",
       "L 149.67665 190.060998 \r\n",
       "L 138.084703 190.005182 \r\n",
       "L 151.667031 190.000389 \r\n",
       "L 151.667031 189.953339 \r\n",
       "L 152.632591 189.903412 \r\n",
       "L 119.783879 189.802654 \r\n",
       "L 119.783879 189.725235 \r\n",
       "L 156.626652 189.528861 \r\n",
       "L 156.626652 189.524428 \r\n",
       "L 157.74881 189.458031 \r\n",
       "L 121.283302 189.415245 \r\n",
       "L 159.506508 189.377027 \r\n",
       "L 159.506508 189.3509 \r\n",
       "L 159.506508 189.323647 \r\n",
       "L 159.73168 189.295502 \r\n",
       "L 119.801022 189.184559 \r\n",
       "L 120.1458 189.17725 \r\n",
       "L 120.1458 189.147516 \r\n",
       "L 123.270147 189.077032 \r\n",
       "L 119.601758 189.070009 \r\n",
       "L 119.601758 189.034509 \r\n",
       "L 118.708615 188.995905 \r\n",
       "L 123.826615 188.989433 \r\n",
       "L 123.826615 188.963569 \r\n",
       "L 157.919073 188.862527 \r\n",
       "L 157.919073 188.834308 \r\n",
       "L 135.022757 188.811146 \r\n",
       "L 159.73168 188.729615 \r\n",
       "L 159.73168 188.700323 \r\n",
       "L 160.215919 188.644408 \r\n",
       "L 130.509754 188.573209 \r\n",
       "L 137.554645 188.521731 \r\n",
       "L 137.554645 188.471939 \r\n",
       "L 160.44343 188.348261 \r\n",
       "L 160.44343 188.337489 \r\n",
       "L 119.55531 188.262486 \r\n",
       "L 130.610381 188.2298 \r\n",
       "L 130.610381 188.208922 \r\n",
       "L 127.757885 188.149699 \r\n",
       "L 129.823017 188.113516 \r\n",
       "L 141.663954 188.008253 \r\n",
       "L 124.24698 187.96926 \r\n",
       "L 133.717453 187.898331 \r\n",
       "L 132.041614 187.808142 \r\n",
       "L 148.22458 187.696658 \r\n",
       "L 148.22458 187.669862 \r\n",
       "L 122.405346 187.574077 \r\n",
       "L 135.1077 187.568417 \r\n",
       "L 135.1077 187.550923 \r\n",
       "L 154.05564 187.440643 \r\n",
       "L 146.826935 187.436223 \r\n",
       "L 146.826935 187.371083 \r\n",
       "L 157.584939 187.293712 \r\n",
       "L 140.181215 187.288484 \r\n",
       "L 140.181215 187.268146 \r\n",
       "L 140.181215 187.246036 \r\n",
       "L 127.193755 187.186335 \r\n",
       "L 132.162982 187.155281 \r\n",
       "L 132.162982 187.119645 \r\n",
       "L 125.874188 187.089427 \r\n",
       "L 148.480144 187.061831 \r\n",
       "L 134.307345 187.021641 \r\n",
       "L 134.307345 186.99242 \r\n",
       "L 120.597049 186.954743 \r\n",
       "L 127.693665 186.881902 \r\n",
       "L 127.693665 186.859414 \r\n",
       "L 142.635603 186.805893 \r\n",
       "L 119.967221 186.7986 \r\n",
       "L 130.22137 186.761889 \r\n",
       "L 130.22137 186.741295 \r\n",
       "L 158.746316 186.649759 \r\n",
       "L 134.006309 186.643901 \r\n",
       "L 134.006309 186.590939 \r\n",
       "L 121.511587 186.516683 \r\n",
       "L 159.878036 186.499959 \r\n",
       "L 159.878036 186.491385 \r\n",
       "L 161.038859 186.422043 \r\n",
       "L 129.352505 186.365314 \r\n",
       "L 130.319014 186.310417 \r\n",
       "L 154.737759 186.218759 \r\n",
       "L 122.070936 186.21197 \r\n",
       "L 122.070936 186.178045 \r\n",
       "L 161.21038 185.948231 \r\n",
       "L 138.397755 185.926638 \r\n",
       "L 161.788696 185.860498 \r\n",
       "L 161.788696 185.848821 \r\n",
       "L 161.788696 185.814634 \r\n",
       "L 119.992775 185.718365 \r\n",
       "L 119.992775 185.688455 \r\n",
       "L 162.169296 185.571716 \r\n",
       "L 162.169296 185.553684 \r\n",
       "L 134.180031 185.52225 \r\n",
       "L 162.483738 185.443931 \r\n",
       "L 162.483738 185.431689 \r\n",
       "L 163.534064 185.313243 \r\n",
       "L 163.642548 185.274546 \r\n",
       "L 163.926654 185.214678 \r\n",
       "L 127.76695 185.102645 \r\n",
       "L 127.76695 185.04114 \r\n",
       "L 126.209876 185.011102 \r\n",
       "L 128.957706 185.004546 \r\n",
       "L 128.957706 184.943889 \r\n",
       "L 142.124929 184.828561 \r\n",
       "L 124.087614 184.795416 \r\n",
       "L 143.52029 184.747831 \r\n",
       "L 143.52029 184.729029 \r\n",
       "L 143.52029 184.676839 \r\n",
       "L 147.465042 184.640386 \r\n",
       "L 116.943877 184.581371 \r\n",
       "L 116.943877 184.547616 \r\n",
       "L 130.956606 184.383134 \r\n",
       "L 130.956606 184.356588 \r\n",
       "L 144.106301 184.265334 \r\n",
       "L 129.405099 184.259129 \r\n",
       "L 129.405099 184.237947 \r\n",
       "L 131.564396 184.171493 \r\n",
       "L 121.135782 184.164629 \r\n",
       "L 121.135782 184.136008 \r\n",
       "L 126.163208 184.063956 \r\n",
       "L 121.779205 184.029298 \r\n",
       "L 121.779205 183.993457 \r\n",
       "L 128.311056 183.894432 \r\n",
       "L 128.311056 183.871035 \r\n",
       "L 143.92835 183.765631 \r\n",
       "L 130.652418 183.759535 \r\n",
       "L 130.652418 183.739243 \r\n",
       "L 141.543592 183.655323 \r\n",
       "L 141.038158 183.623777 \r\n",
       "L 123.275828 183.587213 \r\n",
       "L 145.352909 183.550799 \r\n",
       "L 145.352909 183.53351 \r\n",
       "L 145.409284 183.408394 \r\n",
       "L 118.396507 183.367517 \r\n",
       "L 149.085953 183.316117 \r\n",
       "L 149.085953 183.300224 \r\n",
       "L 149.085953 183.295807 \r\n",
       "L 151.655758 183.175798 \r\n",
       "L 141.722958 183.156603 \r\n",
       "L 152.322124 183.112088 \r\n",
       "L 152.322124 183.097556 \r\n",
       "L 152.322124 183.064217 \r\n",
       "L 117.250153 183.022538 \r\n",
       "L 149.576659 182.957088 \r\n",
       "L 149.576659 182.945786 \r\n",
       "L 154.741584 182.848822 \r\n",
       "L 126.703596 182.807301 \r\n",
       "L 143.572412 182.738849 \r\n",
       "L 143.572412 182.712081 \r\n",
       "L 129.450602 182.653684 \r\n",
       "L 141.842175 182.629611 \r\n",
       "L 141.842175 182.594981 \r\n",
       "L 155.025552 182.568453 \r\n",
       "L 135.382747 182.491952 \r\n",
       "L 135.382747 182.471367 \r\n",
       "L 145.318182 182.395193 \r\n",
       "L 140.35975 182.36913 \r\n",
       "L 140.35975 182.354312 \r\n",
       "L 156.705279 182.269906 \r\n",
       "L 156.705279 182.23724 \r\n",
       "L 140.061382 182.217324 \r\n",
       "L 149.94484 182.137591 \r\n",
       "L 149.94484 182.104129 \r\n",
       "L 156.705279 182.077571 \r\n",
       "L 127.654472 181.998629 \r\n",
       "L 127.654472 181.970994 \r\n",
       "L 160.884412 181.860588 \r\n",
       "L 160.884412 181.851471 \r\n",
       "L 118.44766 181.774961 \r\n",
       "L 160.884412 181.745385 \r\n",
       "L 164.365987 181.634637 \r\n",
       "L 164.414592 181.575793 \r\n",
       "L 165.035663 181.438282 \r\n",
       "L 165.035663 181.413819 \r\n",
       "L 133.685229 181.359236 \r\n",
       "L 148.80162 181.30598 \r\n",
       "L 148.80162 181.288143 \r\n",
       "L 126.94664 181.169131 \r\n",
       "L 149.701047 180.988651 \r\n",
       "L 142.437748 180.983959 \r\n",
       "L 142.437748 180.917278 \r\n",
       "L 121.40148 180.80838 \r\n",
       "L 123.040044 180.801457 \r\n",
       "L 123.040044 180.774825 \r\n",
       "L 146.484246 180.681588 \r\n",
       "L 133.925462 180.67616 \r\n",
       "L 133.925462 180.641639 \r\n",
       "L 163.07061 180.513554 \r\n",
       "L 163.07061 180.483313 \r\n",
       "L 133.556268 180.448843 \r\n",
       "L 165.112339 180.387714 \r\n",
       "L 165.112339 180.376602 \r\n",
       "L 165.112339 180.351588 \r\n",
       "L 124.734315 180.319318 \r\n",
       "L 138.201113 180.237161 \r\n",
       "L 138.201113 180.202013 \r\n",
       "L 123.831541 180.130106 \r\n",
       "L 133.573638 180.093531 \r\n",
       "L 133.573638 180.033502 \r\n",
       "L 165.330188 179.894748 \r\n",
       "L 165.330188 179.877527 \r\n",
       "L 135.593814 179.837034 \r\n",
       "L 143.031584 179.774944 \r\n",
       "L 143.031584 179.711577 \r\n",
       "L 121.832415 179.603465 \r\n",
       "L 126.387203 179.597271 \r\n",
       "L 126.387203 179.535023 \r\n",
       "L 152.607338 179.388207 \r\n",
       "L 120.829763 179.315541 \r\n",
       "L 153.114754 179.286147 \r\n",
       "L 153.114754 179.275897 \r\n",
       "L 159.627952 179.196872 \r\n",
       "L 125.253659 179.190377 \r\n",
       "L 125.253659 179.158336 \r\n",
       "L 160.984051 179.090768 \r\n",
       "L 126.556447 179.054123 \r\n",
       "L 126.556447 179.029368 \r\n",
       "L 123.66068 178.955667 \r\n",
       "L 124.698978 178.924214 \r\n",
       "L 145.111532 178.804916 \r\n",
       "L 119.050178 178.766428 \r\n",
       "L 144.343708 178.707078 \r\n",
       "L 144.343708 178.68156 \r\n",
       "L 124.190719 178.641277 \r\n",
       "L 132.971988 178.589897 \r\n",
       "L 132.971988 178.56551 \r\n",
       "L 135.460838 178.522592 \r\n",
       "L 119.595624 178.461069 \r\n",
       "L 119.595624 178.43069 \r\n",
       "L 147.621043 178.308523 \r\n",
       "L 138.014066 178.238387 \r\n",
       "L 148.481302 178.216944 \r\n",
       "L 148.481302 178.199983 \r\n",
       "L 148.481302 178.1881 \r\n",
       "L 140.346205 178.109937 \r\n",
       "L 148.576373 178.100236 \r\n",
       "L 148.576373 178.084275 \r\n",
       "L 148.576373 178.051974 \r\n",
       "L 133.624854 177.994107 \r\n",
       "L 150.816297 177.946834 \r\n",
       "L 150.816297 177.930889 \r\n",
       "L 158.26955 177.794748 \r\n",
       "L 158.26955 177.761826 \r\n",
       "L 130.036845 177.69316 \r\n",
       "L 155.812872 177.653386 \r\n",
       "L 155.812872 177.622325 \r\n",
       "L 134.873544 177.532967 \r\n",
       "L 134.873544 177.499774 \r\n",
       "L 142.24936 177.400019 \r\n",
       "L 130.140837 177.373478 \r\n",
       "L 131.800099 177.285086 \r\n",
       "L 120.923004 177.211626 \r\n",
       "L 133.47013 177.205882 \r\n",
       "L 133.47013 177.181125 \r\n",
       "L 149.554829 177.083405 \r\n",
       "L 118.082014 177.041218 \r\n",
       "L 157.205824 177.010486 \r\n",
       "L 157.205824 176.99749 \r\n",
       "L 157.205824 176.965303 \r\n",
       "L 119.587848 176.927669 \r\n",
       "L 129.157801 176.86196 \r\n",
       "L 129.157801 176.840443 \r\n",
       "L 138.420818 176.793777 \r\n",
       "L 132.00885 176.76237 \r\n",
       "L 132.00885 176.726886 \r\n",
       "L 118.586492 176.646303 \r\n",
       "L 127.414409 176.61749 \r\n",
       "L 139.089066 176.505015 \r\n",
       "L 139.089066 176.47343 \r\n",
       "L 128.936795 176.406668 \r\n",
       "L 133.62481 176.373981 \r\n",
       "L 133.62481 176.355617 \r\n",
       "L 140.359499 176.307684 \r\n",
       "L 127.219674 176.301255 \r\n",
       "L 139.276434 176.246683 \r\n",
       "L 139.276434 176.212653 \r\n",
       "L 118.623981 176.134614 \r\n",
       "L 141.867817 176.11369 \r\n",
       "L 141.867817 176.099538 \r\n",
       "L 149.813507 176.007987 \r\n",
       "L 120.154174 175.971306 \r\n",
       "L 149.774741 175.906779 \r\n",
       "L 149.774741 175.878656 \r\n",
       "L 129.377946 175.815471 \r\n",
       "L 130.763733 175.783275 \r\n",
       "L 130.763733 175.753589 \r\n",
       "L 120.266048 175.674802 \r\n",
       "L 129.356204 175.647715 \r\n",
       "L 129.356204 175.617579 \r\n",
       "L 126.309527 175.579194 \r\n",
       "L 135.543938 175.549809 \r\n",
       "L 135.543938 175.527019 \r\n",
       "L 135.543938 175.498258 \r\n",
       "L 125.333392 175.467101 \r\n",
       "L 149.813507 175.400058 \r\n",
       "L 156.319709 175.267248 \r\n",
       "L 128.051573 175.226149 \r\n",
       "L 134.70349 175.154988 \r\n",
       "L 134.70349 175.130773 \r\n",
       "L 146.810144 175.107593 \r\n",
       "L 117.476319 175.061623 \r\n",
       "L 117.476319 175.027861 \r\n",
       "L 138.330352 174.968233 \r\n",
       "L 154.336877 174.936283 \r\n",
       "L 148.840335 174.860878 \r\n",
       "L 124.566418 174.825498 \r\n",
       "L 145.225294 174.7626 \r\n",
       "L 145.225294 174.737222 \r\n",
       "L 158.399449 174.62828 \r\n",
       "L 120.372179 174.591806 \r\n",
       "L 158.513847 174.553748 \r\n",
       "L 158.513847 174.541194 \r\n",
       "L 158.513847 174.506808 \r\n",
       "L 118.370952 174.467659 \r\n",
       "L 159.017651 174.463646 \r\n",
       "L 157.402057 174.40879 \r\n",
       "L 157.402057 174.383876 \r\n",
       "L 136.148645 174.277457 \r\n",
       "L 159.017651 174.273721 \r\n",
       "L 159.017651 174.242602 \r\n",
       "L 159.536567 174.159341 \r\n",
       "L 123.11202 174.126029 \r\n",
       "L 135.044386 174.051066 \r\n",
       "L 135.044386 174.032675 \r\n",
       "L 131.090619 173.977095 \r\n",
       "L 137.894309 173.971312 \r\n",
       "L 137.894309 173.949563 \r\n",
       "L 137.894309 173.929009 \r\n",
       "L 128.632739 173.830265 \r\n",
       "L 128.632739 173.795757 \r\n",
       "L 146.640624 173.653017 \r\n",
       "L 146.640624 173.640729 \r\n",
       "L 147.768582 173.580777 \r\n",
       "L 122.386397 173.506692 \r\n",
       "L 125.649074 173.469007 \r\n",
       "L 125.649074 173.441867 \r\n",
       "L 141.761095 173.354361 \r\n",
       "L 140.674004 173.331353 \r\n",
       "L 117.402203 173.22101 \r\n",
       "L 127.120872 173.214949 \r\n",
       "L 127.120872 173.191998 \r\n",
       "L 136.748421 173.099986 \r\n",
       "L 136.748421 173.067298 \r\n",
       "L 124.9492 173.035986 \r\n",
       "L 138.289831 172.996207 \r\n",
       "L 138.289831 172.975234 \r\n",
       "L 138.289831 172.943919 \r\n",
       "L 124.718575 172.912286 \r\n",
       "L 146.851212 172.868799 \r\n",
       "L 146.851212 172.851346 \r\n",
       "L 146.851212 172.836329 \r\n",
       "L 123.848231 172.770134 \r\n",
       "L 126.125367 172.715175 \r\n",
       "L 126.125367 172.679171 \r\n",
       "L 125.7363 172.648837 \r\n",
       "L 147.929345 172.580562 \r\n",
       "L 127.090379 172.546099 \r\n",
       "L 127.090379 172.510564 \r\n",
       "L 136.408808 172.464812 \r\n",
       "L 128.983129 172.431462 \r\n",
       "L 128.983129 172.397388 \r\n",
       "L 120.113155 172.360572 \r\n",
       "L 136.431179 172.316149 \r\n",
       "L 136.431179 172.299386 \r\n",
       "L 143.19833 172.221538 \r\n",
       "L 142.938847 172.191777 \r\n",
       "L 125.081892 172.149455 \r\n",
       "L 141.796986 172.08878 \r\n",
       "L 141.796986 172.053036 \r\n",
       "L 124.65879 171.929002 \r\n",
       "L 124.65879 171.866987 \r\n",
       "L 120.614846 171.74918 \r\n",
       "L 120.65426 171.658808 \r\n",
       "L 120.65426 171.628733 \r\n",
       "L 141.143402 171.500899 \r\n",
       "L 128.627159 171.494736 \r\n",
       "L 128.627159 171.433459 \r\n",
       "L 118.612952 171.394586 \r\n",
       "L 129.292827 171.323055 \r\n",
       "L 129.292827 171.301792 \r\n",
       "L 141.910565 171.211763 \r\n",
       "L 128.665553 171.205124 \r\n",
       "L 128.665553 171.15251 \r\n",
       "L 119.850867 171.037605 \r\n",
       "L 119.850867 171.001811 \r\n",
       "L 115.643794 170.958632 \r\n",
       "L 136.048768 170.946634 \r\n",
       "L 136.048768 170.924487 \r\n",
       "L 151.175368 170.80166 \r\n",
       "L 151.229497 170.761497 \r\n",
       "L 151.437821 170.725493 \r\n",
       "L 117.25725 170.608589 \r\n",
       "L 151.726394 170.697668 \r\n",
       "L 127.248368 170.602403 \r\n",
       "L 127.248368 170.549043 \r\n",
       "L 123.194836 170.476748 \r\n",
       "L 130.825184 170.470421 \r\n",
       "L 130.825184 170.416437 \r\n",
       "L 141.799898 170.29844 \r\n",
       "L 128.29346 170.269809 \r\n",
       "L 145.972967 170.244439 \r\n",
       "L 135.779898 170.188647 \r\n",
       "L 135.779898 170.147158 \r\n",
       "L 133.186502 170.03583 \r\n",
       "L 150.351044 169.84219 \r\n",
       "L 148.430407 169.799437 \r\n",
       "L 131.9772 169.742382 \r\n",
       "L 143.005193 169.695128 \r\n",
       "L 143.005193 169.669236 \r\n",
       "L 148.63824 169.635417 \r\n",
       "L 130.856923 169.596085 \r\n",
       "L 130.856923 169.56984 \r\n",
       "L 130.856923 169.501433 \r\n",
       "L 149.114841 169.445347 \r\n",
       "L 126.892706 169.410434 \r\n",
       "L 126.892706 169.384617 \r\n",
       "L 143.40934 169.331771 \r\n",
       "L 124.065029 169.292296 \r\n",
       "L 124.065029 169.192554 \r\n",
       "L 126.810695 169.125586 \r\n",
       "L 119.952808 169.118301 \r\n",
       "L 119.952808 169.088345 \r\n",
       "L 148.14067 168.957796 \r\n",
       "L 148.14518 168.896262 \r\n",
       "L 148.926624 168.840398 \r\n",
       "L 117.397793 168.758101 \r\n",
       "L 149.412738 168.730224 \r\n",
       "L 149.412738 168.714574 \r\n",
       "L 150.099476 168.661582 \r\n",
       "L 118.112363 168.621933 \r\n",
       "L 124.168889 168.548157 \r\n",
       "L 149.422036 168.448819 \r\n",
       "L 138.422139 168.443542 \r\n",
       "L 138.422139 168.414919 \r\n",
       "L 125.400512 168.383819 \r\n",
       "L 150.14262 168.374284 \r\n",
       "L 136.815572 168.304502 \r\n",
       "L 136.815572 168.286621 \r\n",
       "L 133.845149 168.231477 \r\n",
       "L 137.315306 168.187277 \r\n",
       "L 137.315306 168.138789 \r\n",
       "L 151.380396 168.056083 \r\n",
       "L 135.119892 168.050038 \r\n",
       "L 135.119892 168.029523 \r\n",
       "L 142.183681 167.988452 \r\n",
       "L 131.195768 167.951578 \r\n",
       "L 131.195768 167.925562 \r\n",
       "L 131.195768 167.898657 \r\n",
       "L 151.498895 167.857058 \r\n",
       "L 128.759807 167.850585 \r\n",
       "L 128.759807 167.819138 \r\n",
       "L 128.759807 167.787422 \r\n",
       "L 121.137027 167.71088 \r\n",
       "L 144.974033 167.706348 \r\n",
       "L 144.974033 167.693447 \r\n",
       "L 144.974033 167.670736 \r\n",
       "L 121.332228 167.542046 \r\n",
       "L 152.623506 167.432637 \r\n",
       "L 152.623506 167.389094 \r\n",
       "L 154.28753 167.286448 \r\n",
       "L 140.693707 167.266253 \r\n",
       "L 155.265671 167.224345 \r\n",
       "L 155.265671 167.176933 \r\n",
       "L 156.658322 167.132763 \r\n",
       "L 122.825706 167.09468 \r\n",
       "L 124.622654 167.040343 \r\n",
       "L 124.622654 166.935661 \r\n",
       "L 157.363404 166.863305 \r\n",
       "L 140.969793 166.825575 \r\n",
       "L 125.979313 166.7296 \r\n",
       "L 131.134248 166.723489 \r\n",
       "L 131.134248 166.69675 \r\n",
       "L 148.351629 166.602849 \r\n",
       "L 133.240329 166.59687 \r\n",
       "L 133.240329 166.54364 \r\n",
       "L 117.310617 166.477345 \r\n",
       "L 149.781296 166.428625 \r\n",
       "L 149.781296 166.423651 \r\n",
       "L 158.555053 166.341078 \r\n",
       "L 136.62397 166.335171 \r\n",
       "L 136.62397 166.315035 \r\n",
       "L 130.104481 166.26189 \r\n",
       "L 142.445756 166.205984 \r\n",
       "L 142.445756 166.187074 \r\n",
       "L 150.464876 166.134937 \r\n",
       "L 133.628754 166.096373 \r\n",
       "L 133.628754 166.078009 \r\n",
       "L 152.986918 165.951065 \r\n",
       "L 129.303038 165.916737 \r\n",
       "L 159.418584 165.854427 \r\n",
       "L 159.418584 165.841694 \r\n",
       "L 159.491145 165.824435 \r\n",
       "L 159.578818 165.770879 \r\n",
       "L 123.128994 165.654516 \r\n",
       "L 123.128994 165.622422 \r\n",
       "L 118.200702 165.580042 \r\n",
       "L 124.844567 165.573674 \r\n",
       "L 124.844567 165.542063 \r\n",
       "L 124.844567 165.479483 \r\n",
       "L 159.93755 165.351111 \r\n",
       "L 159.93755 165.328085 \r\n",
       "L 160.572801 165.21449 \r\n",
       "L 160.572801 165.202593 \r\n",
       "L 134.054014 165.080912 \r\n",
       "L 149.826404 165.027223 \r\n",
       "L 137.3468 165.000465 \r\n",
       "L 137.3468 164.967636 \r\n",
       "L 127.349365 164.938671 \r\n",
       "L 131.164596 164.852953 \r\n",
       "L 144.265957 164.762545 \r\n",
       "L 137.162841 164.740412 \r\n",
       "L 137.162841 164.699553 \r\n",
       "L 151.366467 164.626526 \r\n",
       "L 130.466748 164.620434 \r\n",
       "L 131.493394 164.593543 \r\n",
       "L 131.493394 164.54371 \r\n",
       "L 160.56164 164.465748 \r\n",
       "L 124.493233 164.458742 \r\n",
       "L 124.493233 164.433082 \r\n",
       "L 161.014915 164.239393 \r\n",
       "L 137.492294 164.199216 \r\n",
       "L 161.13539 164.195171 \r\n",
       "L 149.898928 164.132563 \r\n",
       "L 149.898928 164.121362 \r\n",
       "L 161.359403 164.009581 \r\n",
       "L 161.38297 163.983951 \r\n",
       "L 144.490914 163.930564 \r\n",
       "L 162.358041 163.886223 \r\n",
       "L 162.358041 163.878171 \r\n",
       "L 162.571499 163.760949 \r\n",
       "L 121.606168 163.628252 \r\n",
       "L 122.159326 163.621092 \r\n",
       "L 122.159326 163.593563 \r\n",
       "L 154.727933 163.45405 \r\n",
       "L 132.239772 163.448053 \r\n",
       "L 132.239772 163.428822 \r\n",
       "L 150.822689 163.394278 \r\n",
       "L 129.891439 163.361585 \r\n",
       "L 132.487025 163.332361 \r\n",
       "L 132.487025 163.287078 \r\n",
       "L 130.863315 163.194262 \r\n",
       "L 132.487025 163.188444 \r\n",
       "L 145.700518 163.130028 \r\n",
       "L 138.819618 163.09 \r\n",
       "L 138.819618 163.066484 \r\n",
       "L 126.438155 163.031753 \r\n",
       "L 151.960751 162.991449 \r\n",
       "L 151.960751 162.976573 \r\n",
       "L 151.960751 162.949748 \r\n",
       "L 126.595332 162.851564 \r\n",
       "L 126.595332 162.787465 \r\n",
       "L 121.772643 162.680488 \r\n",
       "L 136.866058 162.554143 \r\n",
       "L 136.866058 162.525992 \r\n",
       "L 162.440317 162.404549 \r\n",
       "L 162.440317 162.382471 \r\n",
       "L 121.335235 162.313219 \r\n",
       "L 157.602051 162.271371 \r\n",
       "L 162.69751 162.159546 \r\n",
       "L 162.727543 162.139492 \r\n",
       "L 163.196495 162.056974 \r\n",
       "L 138.09831 162.031181 \r\n",
       "L 163.196495 161.948166 \r\n",
       "L 163.369513 161.896723 \r\n",
       "L 123.721188 161.797139 \r\n",
       "L 126.719877 161.79045 \r\n",
       "L 126.719877 161.767171 \r\n",
       "L 163.926327 161.647185 \r\n",
       "L 163.926327 161.620579 \r\n",
       "L 119.68212 161.500747 \r\n",
       "L 156.721623 161.416048 \r\n",
       "L 118.598017 161.408824 \r\n",
       "L 118.598017 161.374195 \r\n",
       "L 164.148529 161.261102 \r\n",
       "L 164.148529 161.228751 \r\n",
       "L 120.05563 161.191747 \r\n",
       "L 124.143819 161.112813 \r\n",
       "L 164.175404 161.083412 \r\n",
       "L 127.282246 161.029204 \r\n",
       "L 127.282246 160.995976 \r\n",
       "L 144.224649 160.888488 \r\n",
       "L 128.344902 160.848439 \r\n",
       "L 135.972004 160.796322 \r\n",
       "L 135.972004 160.765909 \r\n",
       "L 119.567194 160.724609 \r\n",
       "L 140.665064 160.667375 \r\n",
       "L 140.665064 160.621261 \r\n",
       "L 154.370233 160.55714 \r\n",
       "L 130.846561 160.550769 \r\n",
       "L 130.846561 160.527724 \r\n",
       "L 127.003776 160.496788 \r\n",
       "L 143.7532 160.45884 \r\n",
       "L 143.7532 160.445466 \r\n",
       "L 149.001702 160.407692 \r\n",
       "L 125.686531 160.366098 \r\n",
       "L 125.686531 160.341936 \r\n",
       "L 143.602377 160.186794 \r\n",
       "L 138.642561 160.140716 \r\n",
       "L 149.001702 160.090487 \r\n",
       "L 153.640842 160.022862 \r\n",
       "L 136.903283 160.016825 \r\n",
       "L 136.903283 160.000314 \r\n",
       "L 136.903283 159.971733 \r\n",
       "L 160.949085 159.846633 \r\n",
       "L 164.687727 159.738146 \r\n",
       "L 164.687727 159.715502 \r\n",
       "L 127.500239 159.643635 \r\n",
       "L 150.358355 159.604055 \r\n",
       "L 150.358355 159.55339 \r\n",
       "L 122.893939 159.481445 \r\n",
       "L 134.985205 159.458185 \r\n",
       "L 165.248693 159.342999 \r\n",
       "L 165.271894 159.310723 \r\n",
       "L 125.813077 159.239891 \r\n",
       "L 138.403895 159.213 \r\n",
       "L 138.403895 159.191466 \r\n",
       "L 148.931129 159.080256 \r\n",
       "L 142.682849 159.061139 \r\n",
       "L 165.38258 158.983329 \r\n",
       "L 165.38258 158.972385 \r\n",
       "L 165.813307 158.876029 \r\n",
       "L 165.813307 158.845537 \r\n",
       "L 135.29805 158.76821 \r\n",
       "L 146.963521 158.733954 \r\n",
       "L 147.205175 158.699897 \r\n",
       "L 127.168137 158.670576 \r\n",
       "L 130.269868 158.5837 \r\n",
       "L 130.269868 158.563141 \r\n",
       "L 131.55528 158.503653 \r\n",
       "L 122.1678 158.496769 \r\n",
       "L 122.1678 158.464565 \r\n",
       "L 126.927792 158.399662 \r\n",
       "L 123.21739 158.359687 \r\n",
       "L 123.21739 158.324263 \r\n",
       "L 142.109691 158.135163 \r\n",
       "L 142.109691 158.10477 \r\n",
       "L 124.437758 158.072392 \r\n",
       "L 145.652077 158.032491 \r\n",
       "L 145.652077 158.015254 \r\n",
       "L 145.652077 157.984271 \r\n",
       "L 130.410764 157.899855 \r\n",
       "L 130.883201 157.867074 \r\n",
       "L 130.883201 157.83978 \r\n",
       "L 124.871568 157.748469 \r\n",
       "L 127.36476 157.719114 \r\n",
       "L 136.525042 157.589187 \r\n",
       "L 135.268991 157.553435 \r\n",
       "L 144.284591 157.517226 \r\n",
       "L 144.284591 157.481208 \r\n",
       "L 122.968268 157.39388 \r\n",
       "L 132.125575 157.368571 \r\n",
       "L 150.979023 157.25067 \r\n",
       "L 150.979023 157.234764 \r\n",
       "L 151.729351 157.197012 \r\n",
       "L 131.093469 157.09209 \r\n",
       "L 141.91556 157.086636 \r\n",
       "L 141.91556 157.038421 \r\n",
       "L 152.5785 156.983169 \r\n",
       "L 145.343624 156.942774 \r\n",
       "L 118.156847 156.903426 \r\n",
       "L 135.498617 156.83809 \r\n",
       "L 135.498617 156.820817 \r\n",
       "L 121.225317 156.763196 \r\n",
       "L 153.072364 156.711471 \r\n",
       "L 121.775147 156.595337 \r\n",
       "L 121.775147 156.563244 \r\n",
       "L 118.760095 156.524481 \r\n",
       "L 142.964854 156.519703 \r\n",
       "L 142.964854 156.506012 \r\n",
       "L 142.964854 156.469605 \r\n",
       "L 144.225819 156.416146 \r\n",
       "L 124.655022 156.384099 \r\n",
       "L 133.989826 156.314761 \r\n",
       "L 133.989826 156.185662 \r\n",
       "L 142.600291 156.08369 \r\n",
       "L 116.106549 155.961972 \r\n",
       "L 116.106549 155.918592 \r\n",
       "L 144.892148 155.73744 \r\n",
       "L 144.892148 155.715067 \r\n",
       "L 124.796018 155.616024 \r\n",
       "L 124.796018 155.584319 \r\n",
       "L 120.998195 155.54847 \r\n",
       "L 142.886574 155.519745 \r\n",
       "L 142.886574 155.501133 \r\n",
       "L 146.482912 155.418297 \r\n",
       "L 121.796902 155.383558 \r\n",
       "L 124.226371 155.311136 \r\n",
       "L 124.226371 155.277081 \r\n",
       "L 149.35949 155.160354 \r\n",
       "L 149.35949 155.144354 \r\n",
       "L 155.492403 155.027759 \r\n",
       "L 155.492403 154.998151 \r\n",
       "L 144.259772 154.936879 \r\n",
       "L 156.467399 154.914467 \r\n",
       "L 156.467399 154.900604 \r\n",
       "L 156.467399 154.885566 \r\n",
       "L 139.885438 154.851152 \r\n",
       "L 156.853812 154.809581 \r\n",
       "L 152.42282 154.780309 \r\n",
       "L 152.42282 154.766226 \r\n",
       "L 141.364572 154.653221 \r\n",
       "L 141.364572 154.632527 \r\n",
       "L 130.079958 154.600957 \r\n",
       "L 141.741146 154.564307 \r\n",
       "L 141.741146 154.524426 \r\n",
       "L 158.099212 154.33552 \r\n",
       "L 117.187104 154.233019 \r\n",
       "L 117.187104 154.198219 \r\n",
       "L 131.450105 154.105948 \r\n",
       "L 118.745324 154.09869 \r\n",
       "L 118.745324 154.026373 \r\n",
       "L 117.028568 153.984007 \r\n",
       "L 142.479917 153.923912 \r\n",
       "L 123.953481 153.885875 \r\n",
       "L 123.953481 153.857288 \r\n",
       "L 156.743981 153.769452 \r\n",
       "L 134.956807 153.764116 \r\n",
       "L 134.956807 153.729648 \r\n",
       "L 121.875805 153.695041 \r\n",
       "L 150.062257 153.660219 \r\n",
       "L 150.062257 153.644622 \r\n",
       "L 150.062257 153.618261 \r\n",
       "L 161.824794 153.503826 \r\n",
       "L 161.824794 153.458643 \r\n",
       "L 132.886252 153.404319 \r\n",
       "L 135.104837 153.356192 \r\n",
       "L 135.104837 153.322486 \r\n",
       "L 116.977988 153.281003 \r\n",
       "L 140.68602 153.21755 \r\n",
       "L 140.68602 153.160962 \r\n",
       "L 122.183975 153.126571 \r\n",
       "L 146.867167 153.10243 \r\n",
       "L 146.867167 153.062284 \r\n",
       "L 146.867167 153.028975 \r\n",
       "L 152.233621 152.98024 \r\n",
       "L 132.935713 152.974502 \r\n",
       "L 132.935713 152.949527 \r\n",
       "L 132.935713 152.927375 \r\n",
       "L 133.247765 152.902632 \r\n",
       "L 162.344239 152.777305 \r\n",
       "L 163.36399 152.697311 \r\n",
       "L 136.439659 152.625165 \r\n",
       "L 142.166733 152.564291 \r\n",
       "L 142.166733 152.550268 \r\n",
       "L 163.470561 152.448779 \r\n",
       "L 153.139063 152.433304 \r\n",
       "L 152.357116 152.411284 \r\n",
       "L 163.899778 152.407865 \r\n",
       "L 163.899778 152.388502 \r\n",
       "L 164.626175 152.347775 \r\n",
       "L 123.59419 152.313108 \r\n",
       "L 164.630516 152.305923 \r\n",
       "L 151.124587 152.237869 \r\n",
       "L 151.124587 152.217197 \r\n",
       "L 124.462665 152.13565 \r\n",
       "L 133.174932 152.100983 \r\n",
       "L 133.174932 152.076185 \r\n",
       "L 144.195024 152.00278 \r\n",
       "L 164.892251 151.904471 \r\n",
       "L 164.892251 151.874173 \r\n",
       "L 128.04062 151.80962 \r\n",
       "L 151.946168 151.760886 \r\n",
       "L 123.67157 151.728036 \r\n",
       "L 130.69331 151.663147 \r\n",
       "L 130.69331 151.639116 \r\n",
       "L 121.402902 151.577381 \r\n",
       "L 151.946168 151.53756 \r\n",
       "L 151.946168 151.502236 \r\n",
       "L 130.218539 151.395118 \r\n",
       "L 152.973644 151.462299 \r\n",
       "L 133.303787 151.388877 \r\n",
       "L 133.303787 151.370315 \r\n",
       "L 147.901356 151.334499 \r\n",
       "L 138.838673 151.275425 \r\n",
       "L 138.838673 151.250776 \r\n",
       "L 125.134845 151.21855 \r\n",
       "L 152.973644 151.18549 \r\n",
       "L 142.433224 151.148398 \r\n",
       "L 158.197303 151.039082 \r\n",
       "L 158.197303 151.026308 \r\n",
       "L 165.790873 150.865612 \r\n",
       "L 136.886504 150.834148 \r\n",
       "L 165.954203 150.796482 \r\n",
       "L 165.954203 150.785751 \r\n",
       "L 165.954203 150.729118 \r\n",
       "L 129.522314 150.701261 \r\n",
       "L 146.455049 150.619024 \r\n",
       "L 164.031086 150.482066 \r\n",
       "L 164.031086 150.465602 \r\n",
       "L 165.986489 150.444781 \r\n",
       "L 153.924772 150.373552 \r\n",
       "L 153.924772 150.342491 \r\n",
       "L 166.010798 150.289575 \r\n",
       "L 139.933282 150.284097 \r\n",
       "L 150.720119 150.241669 \r\n",
       "L 150.720119 150.23011 \r\n",
       "L 139.830039 150.189676 \r\n",
       "L 166.534973 150.092887 \r\n",
       "L 166.544737 150.029594 \r\n",
       "L 133.646011 150.005602 \r\n",
       "L 166.657775 150.002305 \r\n",
       "L 145.829838 149.920754 \r\n",
       "L 145.829838 149.908172 \r\n",
       "L 166.684425 149.857659 \r\n",
       "L 136.866266 149.852324 \r\n",
       "L 136.866266 149.816398 \r\n",
       "L 136.866266 149.787999 \r\n",
       "L 138.192488 149.730974 \r\n",
       "L 129.477572 149.682494 \r\n",
       "L 129.477572 149.646683 \r\n",
       "L 135.680499 149.548281 \r\n",
       "L 133.747254 149.542073 \r\n",
       "L 133.747254 149.521749 \r\n",
       "L 128.133703 149.449581 \r\n",
       "L 164.276666 149.408203 \r\n",
       "L 164.276666 149.396765 \r\n",
       "L 166.728488 149.368327 \r\n",
       "L 131.555054 149.336714 \r\n",
       "L 131.555054 149.317036 \r\n",
       "L 166.735697 149.210001 \r\n",
       "L 166.735697 149.186324 \r\n",
       "L 117.826035 149.089656 \r\n",
       "L 142.235495 149.070873 \r\n",
       "L 167.012279 148.959702 \r\n",
       "L 167.042426 148.903025 \r\n",
       "L 140.871821 148.786894 \r\n",
       "L 140.871821 148.722226 \r\n",
       "L 122.514145 148.688293 \r\n",
       "L 143.797734 148.683411 \r\n",
       "L 126.003188 148.610293 \r\n",
       "L 126.003188 148.577012 \r\n",
       "L 117.292763 148.534148 \r\n",
       "L 143.797734 148.529227 \r\n",
       "L 125.904556 148.472164 \r\n",
       "L 160.721372 148.411583 \r\n",
       "L 138.180586 148.370167 \r\n",
       "L 138.180586 148.348815 \r\n",
       "L 163.272668 148.296872 \r\n",
       "L 134.414344 148.291437 \r\n",
       "L 134.414344 148.24241 \r\n",
       "L 134.275575 148.179454 \r\n",
       "L 164.592429 148.132758 \r\n",
       "L 139.261172 148.088756 \r\n",
       "L 139.261172 148.02601 \r\n",
       "L 151.754528 147.988366 \r\n",
       "L 122.03982 147.914519 \r\n",
       "L 122.03982 147.886865 \r\n",
       "L 147.870856 147.76799 \r\n",
       "L 147.870856 147.747008 \r\n",
       "L 166.152687 147.61718 \r\n",
       "L 166.152687 147.591697 \r\n",
       "L 162.155115 147.579182 \r\n",
       "L 167.232191 147.484823 \r\n",
       "L 167.232191 147.477682 \r\n",
       "L 167.359838 147.419895 \r\n",
       "L 138.71197 147.368311 \r\n",
       "L 167.594283 147.315562 \r\n",
       "L 167.665234 147.275034 \r\n",
       "L 167.77636 147.167469 \r\n",
       "L 150.314279 147.112284 \r\n",
       "L 163.194293 147.054802 \r\n",
       "L 163.194293 147.032456 \r\n",
       "L 127.872628 146.990487 \r\n",
       "L 135.929482 146.923704 \r\n",
       "L 135.929482 146.906671 \r\n",
       "L 136.225472 146.858583 \r\n",
       "L 130.669869 146.757364 \r\n",
       "L 130.669869 146.722525 \r\n",
       "L 167.792302 146.606245 \r\n",
       "L 167.882843 146.54203 \r\n",
       "L 167.979424 146.518154 \r\n",
       "L 128.378465 146.432952 \r\n",
       "L 161.765419 146.409877 \r\n",
       "L 161.765419 146.380744 \r\n",
       "L 128.704439 146.294033 \r\n",
       "L 149.512528 146.270815 \r\n",
       "L 149.512528 146.237467 \r\n",
       "L 133.730997 146.180879 \r\n",
       "L 149.512528 146.131328 \r\n",
       "L 161.456236 146.058082 \r\n",
       "L 139.523467 146.032892 \r\n",
       "L 139.523467 146.013076 \r\n",
       "L 130.265911 145.94927 \r\n",
       "L 131.191459 145.912586 \r\n",
       "L 131.191459 145.884905 \r\n",
       "L 125.822702 145.822988 \r\n",
       "L 156.664789 145.759176 \r\n",
       "L 156.664789 145.711352 \r\n",
       "L 163.882805 145.682423 \r\n",
       "L 120.008585 145.641697 \r\n",
       "L 120.008585 145.570821 \r\n",
       "L 168.148139 145.46789 \r\n",
       "L 168.148139 145.404862 \r\n",
       "L 117.472821 145.361645 \r\n",
       "L 168.21173 145.318401 \r\n",
       "L 168.21173 145.307963 \r\n",
       "L 168.21173 145.283778 \r\n",
       "L 138.91533 145.262835 \r\n",
       "L 168.559603 145.187419 \r\n",
       "L 168.559603 145.173164 \r\n",
       "L 168.914572 145.052742 \r\n",
       "L 168.978314 145.008409 \r\n",
       "L 169.038985 144.95133 \r\n",
       "L 139.620061 144.888042 \r\n",
       "L 139.620061 144.872882 \r\n",
       "L 169.292958 144.760457 \r\n",
       "L 169.403757 144.676315 \r\n",
       "L 169.549408 144.614386 \r\n",
       "L 169.757795 144.526389 \r\n",
       "L 134.339857 144.433008 \r\n",
       "L 134.339857 144.402676 \r\n",
       "L 122.937624 144.299518 \r\n",
       "L 131.837996 144.29368 \r\n",
       "L 131.837996 144.27419 \r\n",
       "L 131.978168 144.248773 \r\n",
       "L 170.072048 144.138044 \r\n",
       "L 170.136042 144.077275 \r\n",
       "L 128.827273 144.049539 \r\n",
       "L 141.294584 143.964917 \r\n",
       "L 170.294213 143.79824 \r\n",
       "L 170.377243 143.722559 \r\n",
       "L 118.109739 143.644205 \r\n",
       "L 137.307927 143.613277 \r\n",
       "L 137.307927 143.596978 \r\n",
       "L 154.224984 143.511478 \r\n",
       "L 122.30589 143.504486 \r\n",
       "L 122.30589 143.437167 \r\n",
       "L 136.096674 143.37737 \r\n",
       "L 122.241161 143.370488 \r\n",
       "L 127.437611 143.336815 \r\n",
       "L 127.437611 143.314121 \r\n",
       "L 131.187747 143.254098 \r\n",
       "L 127.738175 143.21906 \r\n",
       "L 127.738175 143.185818 \r\n",
       "L 121.811245 143.151062 \r\n",
       "L 121.890973 143.08097 \r\n",
       "L 133.647848 142.996867 \r\n",
       "L 127.951689 142.990344 \r\n",
       "L 127.951689 142.964232 \r\n",
       "L 140.065465 142.861434 \r\n",
       "L 118.630706 142.82258 \r\n",
       "L 145.532332 142.77617 \r\n",
       "L 145.532332 142.754018 \r\n",
       "L 147.363919 142.704455 \r\n",
       "L 135.688929 142.698904 \r\n",
       "L 137.492514 142.67573 \r\n",
       "L 137.492514 142.659526 \r\n",
       "L 148.415409 142.62466 \r\n",
       "L 136.159988 142.597111 \r\n",
       "L 143.510476 142.557307 \r\n",
       "L 143.510476 142.534233 \r\n",
       "L 126.96981 142.498726 \r\n",
       "L 149.00218 142.428247 \r\n",
       "L 149.00218 142.41676 \r\n",
       "L 152.504554 142.347585 \r\n",
       "L 118.575753 142.308714 \r\n",
       "L 137.370983 142.238623 \r\n",
       "L 137.370983 142.222352 \r\n",
       "L 152.475237 142.149013 \r\n",
       "L 120.318082 142.142082 \r\n",
       "L 120.318082 142.112545 \r\n",
       "L 154.027229 142.042117 \r\n",
       "L 138.895136 141.978238 \r\n",
       "L 126.638803 141.948713 \r\n",
       "L 130.793502 141.885889 \r\n",
       "L 130.793502 141.862549 \r\n",
       "L 126.65097 141.829268 \r\n",
       "L 144.641787 141.780854 \r\n",
       "L 144.641787 141.729679 \r\n",
       "L 155.127783 141.679895 \r\n",
       "L 133.139576 141.650883 \r\n",
       "L 133.139576 141.618739 \r\n",
       "L 121.454584 141.541297 \r\n",
       "L 125.109737 141.509877 \r\n",
       "L 133.154946 141.40699 \r\n",
       "L 133.154946 141.388339 \r\n",
       "L 130.703986 141.300452 \r\n",
       "L 139.658084 141.274605 \r\n",
       "L 142.764936 141.210539 \r\n",
       "L 136.668467 141.182366 \r\n",
       "L 136.668467 141.161285 \r\n",
       "L 143.692774 141.082589 \r\n",
       "L 130.57973 141.07679 \r\n",
       "L 130.57973 141.043106 \r\n",
       "L 132.483124 140.991262 \r\n",
       "L 129.879945 140.985082 \r\n",
       "L 129.879945 140.957042 \r\n",
       "L 121.672394 140.921584 \r\n",
       "L 126.387316 140.85004 \r\n",
       "L 155.765789 140.697292 \r\n",
       "L 155.765789 140.683949 \r\n",
       "L 155.902495 140.635695 \r\n",
       "L 123.72921 140.602983 \r\n",
       "L 136.331698 140.540143 \r\n",
       "L 136.331698 140.506237 \r\n",
       "L 140.316537 140.429993 \r\n",
       "L 124.405126 140.423355 \r\n",
       "L 124.405126 140.398037 \r\n",
       "L 139.951193 140.279802 \r\n",
       "L 139.951193 140.2595 \r\n",
       "L 155.902495 140.233923 \r\n",
       "L 119.980438 140.166256 \r\n",
       "L 119.980438 140.135643 \r\n",
       "L 156.094789 139.973185 \r\n",
       "L 127.793744 139.870569 \r\n",
       "L 133.870427 139.865074 \r\n",
       "L 133.870427 139.846859 \r\n",
       "L 156.324289 139.77938 \r\n",
       "L 137.40447 139.734639 \r\n",
       "L 137.40447 139.682961 \r\n",
       "L 129.86462 139.590982 \r\n",
       "L 132.523243 139.565747 \r\n",
       "L 160.886614 139.428668 \r\n",
       "L 160.986982 139.403169 \r\n",
       "L 163.382825 139.282476 \r\n",
       "L 145.302385 139.24371 \r\n",
       "L 163.577737 139.240319 \r\n",
       "L 146.671098 139.167212 \r\n",
       "L 163.7788 139.039102 \r\n",
       "L 163.7788 139.005627 \r\n",
       "L 166.13165 138.903867 \r\n",
       "L 127.665619 138.87353 \r\n",
       "L 141.988814 138.79189 \r\n",
       "L 141.988814 138.756742 \r\n",
       "L 124.675493 138.724996 \r\n",
       "L 166.702417 138.668728 \r\n",
       "L 166.702417 138.658229 \r\n",
       "L 167.259105 138.606225 \r\n",
       "L 118.748029 138.567565 \r\n",
       "L 167.794428 138.525021 \r\n",
       "L 167.794428 138.514351 \r\n",
       "L 167.794428 138.494656 \r\n",
       "L 138.001421 138.472924 \r\n",
       "L 169.44095 138.405538 \r\n",
       "L 169.44095 138.395486 \r\n",
       "L 169.44095 138.366513 \r\n",
       "L 120.818735 138.324953 \r\n",
       "L 170.604717 138.279516 \r\n",
       "L 170.604717 138.269359 \r\n",
       "L 170.604717 138.25194 \r\n",
       "L 119.945636 138.175591 \r\n",
       "L 135.940699 138.136234 \r\n",
       "L 135.940699 138.053164 \r\n",
       "L 137.01366 138.031536 \r\n",
       "L 170.864955 137.92164 \r\n",
       "L 170.952753 137.877258 \r\n",
       "L 171.022685 137.805626 \r\n",
       "L 146.095398 137.728045 \r\n",
       "L 170.013654 137.708356 \r\n",
       "L 170.013654 137.690251 \r\n",
       "L 171.066522 137.623634 \r\n",
       "L 171.093901 137.572414 \r\n",
       "L 125.750272 137.500064 \r\n",
       "L 118.443294 137.460845 \r\n",
       "L 123.858624 137.387142 \r\n",
       "L 123.858624 137.353866 \r\n",
       "L 117.299168 137.312637 \r\n",
       "L 121.620134 137.270834 \r\n",
       "L 121.620134 137.236929 \r\n",
       "L 157.390481 137.113369 \r\n",
       "L 157.390481 137.103804 \r\n",
       "L 139.991154 137.02218 \r\n",
       "L 159.214827 137.009118 \r\n",
       "L 159.214827 137.000398 \r\n",
       "L 159.214827 136.983067 \r\n",
       "L 171.263182 136.870305 \r\n",
       "L 171.364934 136.821035 \r\n",
       "L 171.537776 136.748778 \r\n",
       "L 127.812209 136.681984 \r\n",
       "L 143.034988 136.639805 \r\n",
       "L 171.719652 136.576131 \r\n",
       "L 147.939159 136.546318 \r\n",
       "L 147.939159 136.521007 \r\n",
       "L 124.412009 136.481937 \r\n",
       "L 164.128787 136.425432 \r\n",
       "L 164.128787 136.417728 \r\n",
       "L 169.717444 136.392609 \r\n",
       "L 134.379447 136.345919 \r\n",
       "L 134.379447 136.277848 \r\n",
       "L 169.717444 136.149114 \r\n",
       "L 171.902862 136.070777 \r\n",
       "L 128.897305 136.013747 \r\n",
       "L 156.076558 135.959512 \r\n",
       "L 156.076558 135.93452 \r\n",
       "L 172.258058 135.805643 \r\n",
       "L 131.631497 135.706362 \r\n",
       "L 170.307147 135.691506 \r\n",
       "L 172.480033 135.579556 \r\n",
       "L 172.748362 135.464088 \r\n",
       "L 172.765801 135.402325 \r\n",
       "L 173.041993 135.317321 \r\n",
       "L 123.799399 135.280654 \r\n",
       "L 173.073524 135.221382 \r\n",
       "L 173.073524 135.208083 \r\n",
       "L 173.357014 135.092245 \r\n",
       "L 142.150194 135.021082 \r\n",
       "L 173.379473 134.993782 \r\n",
       "L 173.379473 134.983796 \r\n",
       "L 173.379473 134.975241 \r\n",
       "L 131.15151 134.893248 \r\n",
       "L 147.237581 134.857476 \r\n",
       "L 159.968074 134.816352 \r\n",
       "L 135.514225 134.81084 \r\n",
       "L 135.514225 134.775797 \r\n",
       "L 135.514225 134.74779 \r\n",
       "L 148.261012 134.697222 \r\n",
       "L 121.130786 134.690042 \r\n",
       "L 129.638153 134.655314 \r\n",
       "L 129.638153 134.604282 \r\n",
       "L 140.967616 134.493658 \r\n",
       "L 140.967616 134.464762 \r\n",
       "L 125.240365 134.433518 \r\n",
       "L 146.086125 134.403783 \r\n",
       "L 139.057289 134.364835 \r\n",
       "L 139.057289 134.346289 \r\n",
       "L 155.995352 134.231506 \r\n",
       "L 155.995352 134.222018 \r\n",
       "L 158.216076 134.191603 \r\n",
       "L 144.794359 134.186792 \r\n",
       "L 144.794359 134.159813 \r\n",
       "L 122.692215 134.089942 \r\n",
       "L 132.512479 134.059212 \r\n",
       "L 132.512479 134.028549 \r\n",
       "L 119.357568 133.98938 \r\n",
       "L 135.202387 133.919764 \r\n",
       "L 135.202387 133.861353 \r\n",
       "L 133.953073 133.7979 \r\n",
       "L 139.6376 133.792134 \r\n",
       "L 139.6376 133.771782 \r\n",
       "L 139.6376 133.709655 \r\n",
       "L 141.389982 133.604879 \r\n",
       "L 141.389982 133.577518 \r\n",
       "L 127.152076 133.506803 \r\n",
       "L 144.630602 133.475924 \r\n",
       "L 144.630602 133.452965 \r\n",
       "L 151.456166 133.376931 \r\n",
       "L 139.735339 133.371805 \r\n",
       "L 139.735339 133.342423 \r\n",
       "L 133.826402 133.318498 \r\n",
       "L 156.855598 133.257746 \r\n",
       "L 156.855598 133.248473 \r\n",
       "L 156.855598 133.219544 \r\n",
       "L 159.328218 133.166926 \r\n",
       "L 135.050432 133.160995 \r\n",
       "L 135.050432 133.143471 \r\n",
       "L 140.760223 133.075577 \r\n",
       "L 139.403388 133.019331 \r\n",
       "L 139.403388 132.981278 \r\n",
       "L 120.91926 132.945424 \r\n",
       "L 126.736441 132.87082 \r\n",
       "L 126.736441 132.847552 \r\n",
       "L 133.530971 132.696527 \r\n",
       "L 125.484762 132.583461 \r\n",
       "L 128.38497 132.463807 \r\n",
       "L 127.921233 132.432459 \r\n",
       "L 135.941875 132.370734 \r\n",
       "L 132.322424 132.320045 \r\n",
       "L 132.322424 132.286288 \r\n",
       "L 121.867054 132.246385 \r\n",
       "L 136.502621 132.207587 \r\n",
       "L 136.502621 132.184926 \r\n",
       "L 136.502621 132.165088 \r\n",
       "L 124.728458 132.101762 \r\n",
       "L 143.564485 132.076417 \r\n",
       "L 143.564485 132.062968 \r\n",
       "L 143.564485 132.052718 \r\n",
       "L 143.869352 132.011423 \r\n",
       "L 130.712202 131.903858 \r\n",
       "L 130.712202 131.877575 \r\n",
       "L 144.855446 131.756567 \r\n",
       "L 144.855446 131.7387 \r\n",
       "L 156.698585 131.597843 \r\n",
       "L 126.655783 131.566804 \r\n",
       "L 147.40193 131.492035 \r\n",
       "L 147.40193 131.475245 \r\n",
       "L 159.935927 131.353011 \r\n",
       "L 160.70465 131.278518 \r\n",
       "L 135.943159 131.181723 \r\n",
       "L 141.047331 131.176592 \r\n",
       "L 141.047331 131.149889 \r\n",
       "L 132.398685 131.124787 \r\n",
       "L 141.159967 131.073324 \r\n",
       "L 141.159967 131.053364 \r\n",
       "L 141.159967 131.034095 \r\n",
       "L 146.346898 130.913496 \r\n",
       "L 146.346898 130.877398 \r\n",
       "L 146.461157 130.850242 \r\n",
       "L 155.815011 130.764056 \r\n",
       "L 140.434916 130.758434 \r\n",
       "L 140.434916 130.743649 \r\n",
       "L 140.434916 130.722176 \r\n",
       "L 127.115443 130.601295 \r\n",
       "L 127.115443 130.57309 \r\n",
       "L 126.39004 130.49399 \r\n",
       "L 161.483451 130.392976 \r\n",
       "L 161.483451 130.376037 \r\n",
       "L 162.072501 130.282837 \r\n",
       "L 160.875932 130.279319 \r\n",
       "L 160.875932 130.243669 \r\n",
       "L 136.12148 130.181618 \r\n",
       "L 162.111052 130.137197 \r\n",
       "L 162.111052 130.116646 \r\n",
       "L 163.378384 130.077936 \r\n",
       "L 151.607492 130.049394 \r\n",
       "L 165.088521 129.986995 \r\n",
       "L 165.088521 129.971377 \r\n",
       "L 166.428905 129.926547 \r\n",
       "L 127.677201 129.815972 \r\n",
       "L 127.677201 129.789694 \r\n",
       "L 123.397026 129.755595 \r\n",
       "L 140.099745 129.729323 \r\n",
       "L 140.099745 129.709087 \r\n",
       "L 140.099745 129.684046 \r\n",
       "L 167.741067 129.603698 \r\n",
       "L 151.675499 129.571648 \r\n",
       "L 151.675499 129.552926 \r\n",
       "L 168.925745 129.51173 \r\n",
       "L 125.146414 129.442351 \r\n",
       "L 125.146414 129.407816 \r\n",
       "L 170.283518 129.276608 \r\n",
       "L 170.301812 129.205229 \r\n",
       "L 170.838683 129.183325 \r\n",
       "L 162.337507 129.179586 \r\n",
       "L 162.337507 129.154622 \r\n",
       "L 124.79035 129.114377 \r\n",
       "L 146.941043 129.061423 \r\n",
       "L 146.941043 129.033538 \r\n",
       "L 119.779796 128.92024 \r\n",
       "L 119.779796 128.887809 \r\n",
       "L 149.236776 128.832365 \r\n",
       "L 140.634835 128.785293 \r\n",
       "L 140.634835 128.762494 \r\n",
       "L 118.497416 128.656056 \r\n",
       "L 128.751308 128.649953 \r\n",
       "L 128.751308 128.596695 \r\n",
       "L 145.911931 128.50808 \r\n",
       "L 141.334388 128.466812 \r\n",
       "L 141.334388 128.42819 \r\n",
       "L 133.042467 128.390043 \r\n",
       "L 149.36563 128.331163 \r\n",
       "L 149.36563 128.31555 \r\n",
       "L 151.968979 128.255853 \r\n",
       "L 120.442262 128.17968 \r\n",
       "L 140.539034 128.143488 \r\n",
       "L 140.539034 128.128753 \r\n",
       "L 147.490213 128.085923 \r\n",
       "L 136.421101 128.080085 \r\n",
       "L 136.421101 128.02252 \r\n",
       "L 136.421101 128.00093 \r\n",
       "L 128.857854 127.959762 \r\n",
       "L 143.598092 127.909145 \r\n",
       "L 143.598092 127.895707 \r\n",
       "L 143.598092 127.891123 \r\n",
       "L 150.791535 127.846183 \r\n",
       "L 141.736736 127.805186 \r\n",
       "L 141.736736 127.777472 \r\n",
       "L 126.161359 127.747069 \r\n",
       "L 141.119647 127.673177 \r\n",
       "L 141.119647 127.64717 \r\n",
       "L 153.590601 127.585263 \r\n",
       "L 130.102996 127.578906 \r\n",
       "L 130.102996 127.558228 \r\n",
       "L 153.901998 127.497979 \r\n",
       "L 134.750402 127.468685 \r\n",
       "L 134.750402 127.434664 \r\n",
       "L 124.426818 127.402885 \r\n",
       "L 146.70149 127.374944 \r\n",
       "L 146.70149 127.35821 \r\n",
       "L 146.70149 127.326033 \r\n",
       "L 146.824739 127.303991 \r\n",
       "L 154.127421 127.262116 \r\n",
       "L 127.973229 127.255361 \r\n",
       "L 127.973229 127.22657 \r\n",
       "L 127.973229 127.200447 \r\n",
       "L 142.816246 127.070801 \r\n",
       "L 143.43163 127.011435 \r\n",
       "L 126.835891 126.982158 \r\n",
       "L 148.732682 126.922196 \r\n",
       "L 148.732682 126.905748 \r\n",
       "L 136.950932 126.841163 \r\n",
       "L 155.285904 126.795168 \r\n",
       "L 155.285904 126.749521 \r\n",
       "L 119.433741 126.630137 \r\n",
       "L 137.912874 126.462024 \r\n",
       "L 126.716857 126.346639 \r\n",
       "L 126.716857 126.313982 \r\n",
       "L 119.214798 126.275879 \r\n",
       "L 126.395772 126.205158 \r\n",
       "L 126.395772 126.171501 \r\n",
       "L 117.015816 126.1284 \r\n",
       "L 130.685698 126.086763 \r\n",
       "L 130.685698 126.066494 \r\n",
       "L 130.697833 126.033859 \r\n",
       "L 139.062964 125.869375 \r\n",
       "L 133.602338 125.832641 \r\n",
       "L 148.921843 125.779489 \r\n",
       "L 148.921843 125.734543 \r\n",
       "L 149.129487 125.69549 \r\n",
       "L 130.456745 125.587721 \r\n",
       "L 130.456745 125.561261 \r\n",
       "L 146.554417 125.459655 \r\n",
       "L 122.474096 125.452752 \r\n",
       "L 122.474096 125.421525 \r\n",
       "L 151.027955 125.334252 \r\n",
       "L 117.187274 125.326779 \r\n",
       "L 117.187274 125.292758 \r\n",
       "L 151.99973 125.171364 \r\n",
       "L 151.99973 125.136028 \r\n",
       "L 121.389043 125.061153 \r\n",
       "L 133.527656 125.027745 \r\n",
       "L 133.527656 124.968716 \r\n",
       "L 118.646044 124.930006 \r\n",
       "L 128.498292 124.856208 \r\n",
       "L 128.498292 124.834348 \r\n",
       "L 134.796787 124.72606 \r\n",
       "L 134.796787 124.708387 \r\n",
       "L 147.567405 124.595542 \r\n",
       "L 147.567405 124.55998 \r\n",
       "L 122.378961 124.484454 \r\n",
       "L 133.745461 124.454409 \r\n",
       "L 133.745461 124.405658 \r\n",
       "L 125.745472 124.372007 \r\n",
       "L 134.183743 124.308526 \r\n",
       "L 134.183743 124.284192 \r\n",
       "L 147.706004 124.167067 \r\n",
       "L 120.389065 124.126297 \r\n",
       "L 142.705151 124.064318 \r\n",
       "L 142.705151 124.019489 \r\n",
       "L 148.652231 123.932403 \r\n",
       "L 148.652231 123.899072 \r\n",
       "L 130.122109 123.845201 \r\n",
       "L 149.890976 123.801332 \r\n",
       "L 149.890976 123.790126 \r\n",
       "L 149.890976 123.755249 \r\n",
       "L 150.136291 123.688267 \r\n",
       "L 148.782268 123.683644 \r\n",
       "L 148.782268 123.659421 \r\n",
       "L 134.768527 123.584618 \r\n",
       "L 153.88968 123.560902 \r\n",
       "L 153.88968 123.530913 \r\n",
       "L 119.132114 123.425729 \r\n",
       "L 135.520774 123.420288 \r\n",
       "L 135.520774 123.366258 \r\n",
       "L 155.009183 123.244294 \r\n",
       "L 155.009183 123.213024 \r\n",
       "L 137.728261 123.166614 \r\n",
       "L 155.599364 123.104509 \r\n",
       "L 155.623044 123.050754 \r\n",
       "L 117.925693 122.963298 \r\n",
       "L 117.925693 122.928228 \r\n",
       "L 152.732531 122.80812 \r\n",
       "L 152.732531 122.771857 \r\n",
       "L 125.533758 122.666612 \r\n",
       "L 132.146506 122.660509 \r\n",
       "L 132.146506 122.641217 \r\n",
       "L 153.564807 122.590506 \r\n",
       "L 130.147619 122.583972 \r\n",
       "L 130.479136 122.536337 \r\n",
       "L 130.479136 122.494683 \r\n",
       "L 116.453089 122.452797 \r\n",
       "L 120.428982 122.406619 \r\n",
       "L 120.428982 122.370234 \r\n",
       "L 154.672344 122.23284 \r\n",
       "L 154.672344 122.203 \r\n",
       "L 156.196617 122.087084 \r\n",
       "L 156.574059 122.029215 \r\n",
       "L 122.984669 121.926383 \r\n",
       "L 122.984669 121.895836 \r\n",
       "L 144.50863 121.784444 \r\n",
       "L 128.056285 121.754499 \r\n",
       "L 147.660658 121.750042 \r\n",
       "L 133.013339 121.682949 \r\n",
       "L 133.013339 121.622484 \r\n",
       "L 150.237893 121.499836 \r\n",
       "L 150.237893 121.49069 \r\n",
       "L 153.802271 121.377945 \r\n",
       "L 153.802271 121.349551 \r\n",
       "L 155.565279 121.315215 \r\n",
       "L 137.438568 121.310134 \r\n",
       "L 137.438568 121.274992 \r\n",
       "L 128.465458 121.218475 \r\n",
       "L 153.91726 121.188856 \r\n",
       "L 153.91726 121.178826 \r\n",
       "L 153.91726 121.162097 \r\n",
       "L 147.829442 121.120548 \r\n",
       "L 157.10416 121.074586 \r\n",
       "L 157.10416 121.060945 \r\n",
       "L 157.10416 121.045602 \r\n",
       "L 157.893355 120.98797 \r\n",
       "L 123.892023 120.939782 \r\n",
       "L 123.892023 120.913979 \r\n",
       "L 159.011939 120.801273 \r\n",
       "L 137.551512 120.734561 \r\n",
       "L 159.343266 120.694685 \r\n",
       "L 159.343266 120.67784 \r\n",
       "L 159.849801 120.587689 \r\n",
       "L 128.956819 120.559384 \r\n",
       "L 160.441946 120.477899 \r\n",
       "L 160.507109 120.444369 \r\n",
       "L 162.628282 120.295189 \r\n",
       "L 139.47103 120.256523 \r\n",
       "L 163.481407 120.189729 \r\n",
       "L 163.481407 120.158833 \r\n",
       "L 129.570876 120.052561 \r\n",
       "L 129.570876 120.030994 \r\n",
       "L 117.909002 119.913228 \r\n",
       "L 157.019922 119.797346 \r\n",
       "L 157.019922 119.778833 \r\n",
       "L 134.793654 119.754946 \r\n",
       "L 162.416851 119.696657 \r\n",
       "L 162.416851 119.66975 \r\n",
       "L 163.55193 119.644664 \r\n",
       "L 155.735177 119.64045 \r\n",
       "L 155.735177 119.618005 \r\n",
       "L 121.245763 119.545561 \r\n",
       "L 131.909627 119.513594 \r\n",
       "L 131.909627 119.490403 \r\n",
       "L 118.403219 119.410348 \r\n",
       "L 123.328472 119.377432 \r\n",
       "L 153.240953 119.29419 \r\n",
       "L 128.645944 119.266106 \r\n",
       "L 153.240953 119.220829 \r\n",
       "L 118.767135 119.176137 \r\n",
       "L 118.767135 119.144756 \r\n",
       "L 162.558753 119.030077 \r\n",
       "L 162.558753 119.018534 \r\n",
       "L 164.254761 118.960715 \r\n",
       "L 151.853072 118.956186 \r\n",
       "L 151.853072 118.935066 \r\n",
       "L 129.489154 118.906993 \r\n",
       "L 129.937402 118.826419 \r\n",
       "L 129.937402 118.805625 \r\n",
       "L 126.819516 118.752688 \r\n",
       "L 148.510996 118.696956 \r\n",
       "L 148.510996 118.680735 \r\n",
       "L 147.074767 118.585321 \r\n",
       "L 161.243131 118.56942 \r\n",
       "L 161.243131 118.544981 \r\n",
       "L 157.071434 118.498831 \r\n",
       "L 164.709583 118.440217 \r\n",
       "L 144.857132 118.34282 \r\n",
       "L 160.489658 118.33005 \r\n",
       "L 160.489658 118.313769 \r\n",
       "L 120.181294 118.240778 \r\n",
       "L 128.825895 118.199113 \r\n",
       "L 128.825895 118.143861 \r\n",
       "L 119.874836 118.081226 \r\n",
       "L 146.636975 118.024494 \r\n",
       "L 146.636975 118.005733 \r\n",
       "L 154.974292 117.894092 \r\n",
       "L 151.73797 117.849356 \r\n",
       "L 124.201099 117.810513 \r\n",
       "L 151.73797 117.759266 \r\n",
       "L 151.73797 117.723223 \r\n",
       "L 154.092468 117.673953 \r\n",
       "L 148.93104 117.669601 \r\n",
       "L 148.93104 117.625865 \r\n",
       "L 148.93104 117.595124 \r\n",
       "L 144.893004 117.553951 \r\n",
       "L 157.055681 117.480888 \r\n",
       "L 157.055681 117.439858 \r\n",
       "L 145.610486 117.377647 \r\n",
       "L 158.877448 117.342549 \r\n",
       "L 158.877448 117.333751 \r\n",
       "L 158.877448 117.313134 \r\n",
       "L 163.122701 117.256949 \r\n",
       "L 149.530281 117.252233 \r\n",
       "L 149.530281 117.220443 \r\n",
       "L 132.532119 117.117992 \r\n",
       "L 141.741819 117.112486 \r\n",
       "L 141.741819 117.094188 \r\n",
       "L 165.187304 116.99942 \r\n",
       "L 133.899083 116.993842 \r\n",
       "L 133.899083 116.962538 \r\n",
       "L 124.358742 116.930527 \r\n",
       "L 165.203862 116.922497 \r\n",
       "L 134.755574 116.868449 \r\n",
       "L 134.755574 116.850754 \r\n",
       "L 166.507393 116.730265 \r\n",
       "L 166.54982 116.673274 \r\n",
       "L 166.886772 116.627898 \r\n",
       "L 131.601004 116.512374 \r\n",
       "L 131.601004 116.473255 \r\n",
       "L 161.852626 116.428475 \r\n",
       "L 125.388974 116.364652 \r\n",
       "L 125.388974 116.302956 \r\n",
       "L 119.310611 116.262378 \r\n",
       "L 127.157656 116.223729 \r\n",
       "L 127.157656 116.194071 \r\n",
       "L 151.642924 116.095525 \r\n",
       "L 151.642924 116.072467 \r\n",
       "L 161.852626 116.033602 \r\n",
       "L 128.358906 116.027648 \r\n",
       "L 129.393221 115.969055 \r\n",
       "L 129.393221 115.947864 \r\n",
       "L 134.261923 115.859596 \r\n",
       "L 129.8051 115.853692 \r\n",
       "L 129.8051 115.792222 \r\n",
       "L 131.092865 115.728498 \r\n",
       "L 119.192622 115.690274 \r\n",
       "L 125.990807 115.621806 \r\n",
       "L 125.990807 115.590557 \r\n",
       "L 127.617851 115.531186 \r\n",
       "L 137.539087 115.445553 \r\n",
       "L 123.492393 115.439046 \r\n",
       "L 123.492393 115.403429 \r\n",
       "L 121.203461 115.331736 \r\n",
       "L 123.492393 115.324832 \r\n",
       "L 133.459762 115.267051 \r\n",
       "L 130.401459 115.234598 \r\n",
       "L 130.401459 115.201461 \r\n",
       "L 154.564188 115.104749 \r\n",
       "L 137.253414 115.098822 \r\n",
       "L 137.253414 115.080022 \r\n",
       "L 155.131344 114.992014 \r\n",
       "L 117.950109 114.984575 \r\n",
       "L 117.950109 114.952161 \r\n",
       "L 133.761629 114.818136 \r\n",
       "L 133.761629 114.799855 \r\n",
       "L 152.9612 114.668746 \r\n",
       "L 153.189706 114.621845 \r\n",
       "L 121.643235 114.581494 \r\n",
       "L 140.658502 114.522786 \r\n",
       "L 140.658502 114.487146 \r\n",
       "L 120.342095 114.376571 \r\n",
       "L 121.813246 114.369458 \r\n",
       "L 121.813246 114.301321 \r\n",
       "L 123.564974 114.155814 \r\n",
       "L 123.564974 114.095619 \r\n",
       "L 134.30905 113.969221 \r\n",
       "L 125.037792 113.89723 \r\n",
       "L 136.148431 113.891983 \r\n",
       "L 136.148431 113.869102 \r\n",
       "L 136.148431 113.849098 \r\n",
       "L 130.069987 113.749563 \r\n",
       "L 143.26126 113.65173 \r\n",
       "L 132.156496 113.64561 \r\n",
       "L 132.156496 113.620967 \r\n",
       "L 125.142073 113.585046 \r\n",
       "L 141.297207 113.538847 \r\n",
       "L 141.297207 113.519152 \r\n",
       "L 141.297207 113.49632 \r\n",
       "L 119.884335 113.377571 \r\n",
       "L 142.600568 113.262341 \r\n",
       "L 142.494663 113.182987 \r\n",
       "L 134.124726 113.159183 \r\n",
       "L 134.222044 113.071755 \r\n",
       "L 134.222044 113.052259 \r\n",
       "L 144.92059 113.010384 \r\n",
       "L 135.286241 112.941265 \r\n",
       "L 135.286241 112.893701 \r\n",
       "L 129.781225 112.82752 \r\n",
       "L 130.260041 112.794581 \r\n",
       "L 130.260041 112.758549 \r\n",
       "L 134.436853 112.710168 \r\n",
       "L 123.922969 112.668559 \r\n",
       "L 123.922969 112.642788 \r\n",
       "L 145.119257 112.534859 \r\n",
       "L 145.119257 112.522013 \r\n",
       "L 155.872248 112.318454 \r\n",
       "L 155.872248 112.314019 \r\n",
       "L 156.811523 112.237791 \r\n",
       "L 122.136817 112.138467 \r\n",
       "L 122.136817 112.104302 \r\n",
       "L 120.12709 112.067508 \r\n",
       "L 154.724573 111.992717 \r\n",
       "L 139.052313 111.955442 \r\n",
       "L 139.052313 111.91301 \r\n",
       "L 141.698391 111.792223 \r\n",
       "L 127.989008 111.752496 \r\n",
       "L 129.836386 111.693313 \r\n",
       "L 129.836386 111.639326 \r\n",
       "L 117.782922 111.520826 \r\n",
       "L 117.782922 111.445366 \r\n",
       "L 131.003726 111.314577 \r\n",
       "L 125.431005 111.307988 \r\n",
       "L 125.431005 111.283599 \r\n",
       "L 135.205262 111.169716 \r\n",
       "L 131.756514 111.163956 \r\n",
       "L 131.756514 111.131967 \r\n",
       "L 140.312542 111.012511 \r\n",
       "L 127.656371 110.952228 \r\n",
       "L 142.108616 110.926375 \r\n",
       "L 142.108616 110.907603 \r\n",
       "L 142.108616 110.872963 \r\n",
       "L 126.450555 110.84325 \r\n",
       "L 144.356259 110.815712 \r\n",
       "L 142.042729 110.762929 \r\n",
       "L 141.498737 110.7341 \r\n",
       "L 145.590631 110.723987 \r\n",
       "L 145.590631 110.706717 \r\n",
       "L 145.590631 110.675982 \r\n",
       "L 122.088998 110.641386 \r\n",
       "L 147.160131 110.58234 \r\n",
       "L 147.160131 110.565816 \r\n",
       "L 148.759079 110.515198 \r\n",
       "L 117.94149 110.435403 \r\n",
       "L 123.931091 110.403022 \r\n",
       "L 129.490274 110.335609 \r\n",
       "L 118.319497 110.328335 \r\n",
       "L 118.319497 110.29639 \r\n",
       "L 144.968044 110.187384 \r\n",
       "L 132.167109 110.181823 \r\n",
       "L 132.167109 110.162542 \r\n",
       "L 149.716372 110.019487 \r\n",
       "L 149.812387 109.975684 \r\n",
       "L 131.112462 109.891774 \r\n",
       "L 150.330435 109.887654 \r\n",
       "L 150.330435 109.866921 \r\n",
       "L 156.209904 109.715488 \r\n",
       "L 122.620955 109.675811 \r\n",
       "L 139.426414 109.608801 \r\n",
       "L 139.426414 109.593547 \r\n",
       "L 156.758011 109.554803 \r\n",
       "L 129.667815 109.548734 \r\n",
       "L 142.201391 109.494029 \r\n",
       "L 142.201391 109.475682 \r\n",
       "L 150.489977 109.443268 \r\n",
       "L 126.461004 109.407844 \r\n",
       "L 139.412177 109.378914 \r\n",
       "L 139.412177 109.363654 \r\n",
       "L 151.568085 109.265098 \r\n",
       "L 130.967495 109.158936 \r\n",
       "L 130.967495 109.135568 \r\n",
       "L 158.356833 109.044777 \r\n",
       "L 151.413122 109.025336 \r\n",
       "L 151.413122 108.994198 \r\n",
       "L 122.018883 108.878337 \r\n",
       "L 138.716978 108.777113 \r\n",
       "L 129.150101 108.771159 \r\n",
       "L 129.150101 108.698091 \r\n",
       "L 135.94499 108.643657 \r\n",
       "L 124.175664 108.636665 \r\n",
       "L 127.333128 108.604488 \r\n",
       "L 127.333128 108.581711 \r\n",
       "L 135.94499 108.548971 \r\n",
       "L 122.789771 108.541836 \r\n",
       "L 122.789771 108.48041 \r\n",
       "L 122.799088 108.446421 \r\n",
       "L 147.169668 108.31766 \r\n",
       "L 147.169668 108.299313 \r\n",
       "L 133.652994 108.235368 \r\n",
       "L 148.681913 108.23085 \r\n",
       "L 139.274591 108.18871 \r\n",
       "L 139.274591 108.168949 \r\n",
       "L 131.429785 108.131857 \r\n",
       "L 131.936861 108.078296 \r\n",
       "L 131.936861 108.043037 \r\n",
       "L 132.214632 108.007845 \r\n",
       "L 117.402348 107.942354 \r\n",
       "L 117.402348 107.908432 \r\n",
       "L 139.173272 107.780642 \r\n",
       "L 139.173272 107.765266 \r\n",
       "L 144.806614 107.664274 \r\n",
       "L 144.529032 107.658928 \r\n",
       "L 144.529032 107.642392 \r\n",
       "L 119.839744 107.569489 \r\n",
       "L 147.7436 107.565016 \r\n",
       "L 147.7436 107.542648 \r\n",
       "L 147.7436 107.527957 \r\n",
       "L 124.191493 107.41868 \r\n",
       "L 150.827143 107.499282 \r\n",
       "L 127.869263 107.412561 \r\n",
       "L 127.869263 107.355851 \r\n",
       "L 134.55171 107.241526 \r\n",
       "L 134.55171 107.210929 \r\n",
       "L 120.717511 107.0936 \r\n",
       "L 151.378244 106.979109 \r\n",
       "L 151.378244 106.958708 \r\n",
       "L 156.416227 106.899369 \r\n",
       "L 142.155208 106.894189 \r\n",
       "L 142.155208 106.874814 \r\n",
       "L 142.155208 106.854401 \r\n",
       "L 133.474421 106.768034 \r\n",
       "L 144.346508 106.763041 \r\n",
       "L 144.346508 106.749896 \r\n",
       "L 144.346508 106.685554 \r\n",
       "L 156.623809 106.578266 \r\n",
       "L 156.623809 106.558041 \r\n",
       "L 155.157666 106.544001 \r\n",
       "L 158.446532 106.463322 \r\n",
       "L 158.446532 106.45443 \r\n",
       "L 158.548586 106.418122 \r\n",
       "L 124.824536 106.349726 \r\n",
       "L 158.611233 106.328121 \r\n",
       "L 158.611233 106.310701 \r\n",
       "L 160.527127 106.100045 \r\n",
       "L 129.097564 106.042806 \r\n",
       "L 160.527127 106.019764 \r\n",
       "L 160.527127 105.984693 \r\n",
       "L 162.3479 105.857102 \r\n",
       "L 131.253464 105.831255 \r\n",
       "L 162.405401 105.788949 \r\n",
       "L 131.974652 105.745848 \r\n",
       "L 131.974652 105.726441 \r\n",
       "L 164.02823 105.610879 \r\n",
       "L 164.02823 105.593459 \r\n",
       "L 125.059722 105.527759 \r\n",
       "L 149.163761 105.484591 \r\n",
       "L 164.49147 105.372641 \r\n",
       "L 164.750802 105.309161 \r\n",
       "L 127.557387 105.245316 \r\n",
       "L 138.456319 105.196504 \r\n",
       "L 138.456319 105.132493 \r\n",
       "L 136.311963 105.05737 \r\n",
       "L 165.0967 104.997137 \r\n",
       "L 165.0967 104.965336 \r\n",
       "L 140.760827 104.924344 \r\n",
       "L 165.807696 104.862123 \r\n",
       "L 165.807696 104.854733 \r\n",
       "L 165.807696 104.842837 \r\n",
       "L 165.93041 104.805833 \r\n",
       "L 126.335427 104.687421 \r\n",
       "L 126.335427 104.663816 \r\n",
       "L 130.971711 104.608057 \r\n",
       "L 123.711833 104.568778 \r\n",
       "L 123.711833 104.534944 \r\n",
       "L 117.729807 104.494837 \r\n",
       "L 129.36235 104.453094 \r\n",
       "L 129.36235 104.431886 \r\n",
       "L 137.630346 104.317915 \r\n",
       "L 120.727023 104.28164 \r\n",
       "L 147.529903 104.233756 \r\n",
       "L 147.529903 104.21647 \r\n",
       "L 147.529903 104.203546 \r\n",
       "L 131.195806 104.106729 \r\n",
       "L 147.771966 104.177986 \r\n",
       "L 147.771966 104.101615 \r\n",
       "L 155.378131 104.017644 \r\n",
       "L 128.855048 103.990151 \r\n",
       "L 156.035741 103.986185 \r\n",
       "L 137.34032 103.907119 \r\n",
       "L 137.34032 103.872247 \r\n",
       "L 158.489852 103.794882 \r\n",
       "L 145.310488 103.772536 \r\n",
       "L 145.310488 103.743286 \r\n",
       "L 127.11979 103.713904 \r\n",
       "L 160.149648 103.682059 \r\n",
       "L 148.026681 103.65292 \r\n",
       "L 148.026681 103.621572 \r\n",
       "L 128.150513 103.536474 \r\n",
       "L 148.026681 103.513587 \r\n",
       "L 148.026681 103.491429 \r\n",
       "L 148.431728 103.439657 \r\n",
       "L 118.79196 103.399539 \r\n",
       "L 127.649804 103.332435 \r\n",
       "L 127.649804 103.302976 \r\n",
       "L 120.386819 103.265475 \r\n",
       "L 142.092875 103.237728 \r\n",
       "L 142.092875 103.218596 \r\n",
       "L 142.092875 103.192539 \r\n",
       "L 123.62752 103.155646 \r\n",
       "L 133.140086 103.09507 \r\n",
       "L 133.140086 103.076403 \r\n",
       "L 148.090523 102.919739 \r\n",
       "L 120.229648 102.843445 \r\n",
       "L 131.66623 102.804674 \r\n",
       "L 131.66623 102.785068 \r\n",
       "L 157.857432 102.633905 \r\n",
       "L 157.857432 102.599386 \r\n",
       "L 144.162631 102.561974 \r\n",
       "L 161.823096 102.504215 \r\n",
       "L 161.823096 102.491921 \r\n",
       "L 163.156283 102.406227 \r\n",
       "L 119.165343 102.332087 \r\n",
       "L 147.956824 102.29177 \r\n",
       "L 161.674965 102.23083 \r\n",
       "L 117.705322 102.223451 \r\n",
       "L 117.705322 102.189231 \r\n",
       "L 158.40228 102.066555 \r\n",
       "L 158.40228 102.049755 \r\n",
       "L 145.487124 101.958206 \r\n",
       "L 146.093568 101.940423 \r\n",
       "L 157.935933 101.912918 \r\n",
       "L 138.105231 101.886497 \r\n",
       "L 150.570378 101.834393 \r\n",
       "L 150.570378 101.806767 \r\n",
       "L 125.089398 101.694453 \r\n",
       "L 153.828241 101.772426 \r\n",
       "L 127.874774 101.65946 \r\n",
       "L 127.874774 101.562654 \r\n",
       "L 134.294907 101.479522 \r\n",
       "L 151.839143 101.42954 \r\n",
       "L 135.005482 101.370963 \r\n",
       "L 135.005482 101.324052 \r\n",
       "L 155.064444 101.210688 \r\n",
       "L 127.862846 101.115914 \r\n",
       "L 132.086174 101.109673 \r\n",
       "L 132.086174 101.084544 \r\n",
       "L 155.064444 101.03064 \r\n",
       "L 148.265202 100.98079 \r\n",
       "L 120.663112 100.938098 \r\n",
       "L 127.580117 100.867857 \r\n",
       "L 148.265202 100.754217 \r\n",
       "L 148.265202 100.741923 \r\n",
       "L 146.637459 100.72119 \r\n",
       "L 155.535233 100.6593 \r\n",
       "L 155.535233 100.649701 \r\n",
       "L 155.953239 100.620308 \r\n",
       "L 151.854972 100.616088 \r\n",
       "L 151.854972 100.586684 \r\n",
       "L 120.429907 100.544235 \r\n",
       "L 159.352867 100.492529 \r\n",
       "L 159.352867 100.479871 \r\n",
       "L 159.352867 100.439001 \r\n",
       "L 165.371382 100.381297 \r\n",
       "L 142.579153 100.332751 \r\n",
       "L 166.067707 100.219265 \r\n",
       "L 166.067707 100.215841 \r\n",
       "L 166.886772 100.157817 \r\n",
       "L 126.631934 100.119466 \r\n",
       "L 166.918995 100.048209 \r\n",
       "L 167.023792 99.989334 \r\n",
       "L 168.10395 99.839033 \r\n",
       "L 168.10395 99.828595 \r\n",
       "L 168.454755 99.770339 \r\n",
       "L 137.127699 99.667325 \r\n",
       "L 137.127699 99.645841 \r\n",
       "L 168.4692 99.523983 \r\n",
       "L 125.459051 99.492656 \r\n",
       "L 154.702164 99.415678 \r\n",
       "L 154.702164 99.405858 \r\n",
       "L 155.810393 99.365817 \r\n",
       "L 129.43103 99.3009 \r\n",
       "L 133.370422 99.262902 \r\n",
       "L 133.370422 99.244378 \r\n",
       "L 148.519313 99.197809 \r\n",
       "L 124.282563 99.190784 \r\n",
       "L 124.282563 99.158452 \r\n",
       "L 124.282563 99.125226 \r\n",
       "L 139.502712 99.051749 \r\n",
       "L 123.730757 99.045287 \r\n",
       "L 123.730757 99.009421 \r\n",
       "L 168.747166 98.915719 \r\n",
       "L 168.747166 98.879632 \r\n",
       "L 120.841226 98.843866 \r\n",
       "L 139.735427 98.768654 \r\n",
       "L 139.735427 98.745569 \r\n",
       "L 155.610588 98.636038 \r\n",
       "L 153.326991 98.617271 \r\n",
       "L 153.326991 98.596383 \r\n",
       "L 127.736092 98.495269 \r\n",
       "L 142.590508 98.490066 \r\n",
       "L 142.590508 98.448435 \r\n",
       "L 157.590412 98.341499 \r\n",
       "L 132.977631 98.302375 \r\n",
       "L 168.995803 98.28194 \r\n",
       "L 136.09088 98.248736 \r\n",
       "L 136.09088 98.225109 \r\n",
       "L 168.995803 98.211744 \r\n",
       "L 125.916779 98.167394 \r\n",
       "L 129.403029 98.116351 \r\n",
       "L 129.403029 98.080176 \r\n",
       "L 133.725216 97.965686 \r\n",
       "L 121.5154 97.930284 \r\n",
       "L 145.915825 97.875386 \r\n",
       "L 145.915825 97.862837 \r\n",
       "L 169.233783 97.698519 \r\n",
       "L 120.698147 97.609224 \r\n",
       "L 128.262319 97.580869 \r\n",
       "L 144.859604 97.479579 \r\n",
       "L 144.859604 97.446408 \r\n",
       "L 136.025541 97.424139 \r\n",
       "L 140.356479 97.337982 \r\n",
       "L 140.356479 97.315249 \r\n",
       "L 121.26205 97.241297 \r\n",
       "L 127.577733 97.202791 \r\n",
       "L 127.577733 97.180213 \r\n",
       "L 139.279214 97.092719 \r\n",
       "L 123.224153 97.086069 \r\n",
       "L 123.224153 97.059614 \r\n",
       "L 164.104403 96.938275 \r\n",
       "L 164.104403 96.930565 \r\n",
       "L 169.332352 96.817069 \r\n",
       "L 169.332352 96.813048 \r\n",
       "L 169.817611 96.696857 \r\n",
       "L 169.839479 96.648034 \r\n",
       "L 131.087473 96.584962 \r\n",
       "L 169.87978 96.538094 \r\n",
       "L 169.906064 96.506382 \r\n",
       "L 170.349386 96.388655 \r\n",
       "L 170.831033 96.248295 \r\n",
       "L 170.911735 96.205901 \r\n",
       "L 171.377894 96.064569 \r\n",
       "L 171.377894 96.04927 \r\n",
       "L 148.823249 96.030702 \r\n",
       "L 157.219765 95.936912 \r\n",
       "L 157.219765 95.901951 \r\n",
       "L 171.457363 95.834826 \r\n",
       "L 127.789756 95.80118 \r\n",
       "L 127.789756 95.77509 \r\n",
       "L 119.081992 95.695581 \r\n",
       "L 139.33177 95.68458 \r\n",
       "L 139.33177 95.646725 \r\n",
       "L 125.758545 95.519179 \r\n",
       "L 125.758545 95.495077 \r\n",
       "L 130.249913 95.407483 \r\n",
       "L 148.555172 95.288662 \r\n",
       "L 148.555172 95.28367 \r\n",
       "L 161.591432 95.221327 \r\n",
       "L 119.354989 95.180148 \r\n",
       "L 125.195183 95.109134 \r\n",
       "L 163.75395 95.003414 \r\n",
       "L 134.04125 94.997338 \r\n",
       "L 134.04125 94.975445 \r\n",
       "L 167.492316 94.856415 \r\n",
       "L 167.492316 94.835759 \r\n",
       "L 121.627419 94.719711 \r\n",
       "L 121.627419 94.68696 \r\n",
       "L 116.544172 94.603133 \r\n",
       "L 156.456553 94.484291 \r\n",
       "L 156.456553 94.450115 \r\n",
       "L 129.050085 94.338927 \r\n",
       "L 134.96569 94.276507 \r\n",
       "L 116.732861 94.269062 \r\n",
       "L 116.732861 94.233615 \r\n",
       "L 137.120301 94.11717 \r\n",
       "L 137.120301 94.100767 \r\n",
       "L 151.011183 93.977572 \r\n",
       "L 151.011183 93.942435 \r\n",
       "L 152.193471 93.907353 \r\n",
       "L 138.380649 93.902018 \r\n",
       "L 138.380649 93.87447 \r\n",
       "L 128.727697 93.846446 \r\n",
       "L 157.341436 93.791924 \r\n",
       "L 157.341436 93.778768 \r\n",
       "L 157.341436 93.752943 \r\n",
       "L 127.954646 93.724124 \r\n",
       "L 137.028438 93.648383 \r\n",
       "L 137.028438 93.620569 \r\n",
       "L 121.886858 93.583643 \r\n",
       "L 140.260558 93.542585 \r\n",
       "L 140.260558 93.52204 \r\n",
       "L 140.260558 93.46775 \r\n",
       "L 124.701607 93.436114 \r\n",
       "L 133.971966 93.356253 \r\n",
       "L 154.175422 93.246236 \r\n",
       "L 154.175422 93.211187 \r\n",
       "L 137.662626 93.161779 \r\n",
       "L 159.27336 93.114613 \r\n",
       "L 159.27336 93.105909 \r\n",
       "L 159.27336 93.101292 \r\n",
       "L 165.607311 93.027549 \r\n",
       "L 138.963445 93.00622 \r\n",
       "L 166.385911 92.998432 \r\n",
       "L 144.845034 92.912595 \r\n",
       "L 144.845034 92.894413 \r\n",
       "L 148.230796 92.842608 \r\n",
       "L 133.880298 92.836997 \r\n",
       "L 133.880298 92.812917 \r\n",
       "L 133.880298 92.78707 \r\n",
       "L 150.752329 92.67111 \r\n",
       "L 150.752329 92.631024 \r\n",
       "L 124.955712 92.560883 \r\n",
       "L 142.789282 92.520058 \r\n",
       "L 136.991943 92.491228 \r\n",
       "L 143.303964 92.486202 \r\n",
       "L 143.303964 92.42757 \r\n",
       "L 143.303964 92.395074 \r\n",
       "L 145.70584 92.337712 \r\n",
       "L 135.262002 92.331681 \r\n",
       "L 137.334696 92.305204 \r\n",
       "L 137.334696 92.288923 \r\n",
       "L 149.736076 92.237029 \r\n",
       "L 118.870416 92.229639 \r\n",
       "L 121.29879 92.190924 \r\n",
       "L 121.29879 92.162481 \r\n",
       "L 167.21596 92.032979 \r\n",
       "L 167.21596 92.007109 \r\n",
       "L 125.502736 91.936482 \r\n",
       "L 168.099949 91.908028 \r\n",
       "L 168.099949 91.897821 \r\n",
       "L 169.771723 91.854941 \r\n",
       "L 121.971398 91.750834 \r\n",
       "L 121.971398 91.723109 \r\n",
       "L 122.209045 91.688458 \r\n",
       "L 153.178483 91.570366 \r\n",
       "L 153.178483 91.546562 \r\n",
       "L 165.861308 91.521588 \r\n",
       "L 141.602408 91.471484 \r\n",
       "L 142.275569 91.452319 \r\n",
       "L 142.275569 91.404115 \r\n",
       "L 118.77593 91.296064 \r\n",
       "L 129.741453 91.289945 \r\n",
       "L 129.741453 91.269013 \r\n",
       "L 149.328173 91.214446 \r\n",
       "L 126.091087 91.171787 \r\n",
       "L 126.091087 91.147972 \r\n",
       "L 152.118834 91.048548 \r\n",
       "L 152.22962 91.001934 \r\n",
       "L 145.464067 90.922857 \r\n",
       "L 167.149665 90.881866 \r\n",
       "L 167.149665 90.866832 \r\n",
       "L 133.784082 90.778532 \r\n",
       "L 146.434376 90.75507 \r\n",
       "L 146.434376 90.719922 \r\n",
       "L 127.462316 90.659435 \r\n",
       "L 143.327606 90.615008 \r\n",
       "L 154.113342 90.546447 \r\n",
       "L 134.300412 90.540405 \r\n",
       "L 134.300412 90.518357 \r\n",
       "L 128.260607 90.485573 \r\n",
       "L 151.238028 90.425881 \r\n",
       "L 151.238028 90.395229 \r\n",
       "L 132.359592 90.337691 \r\n",
       "L 140.313636 90.281302 \r\n",
       "L 140.313636 90.257807 \r\n",
       "L 147.786851 90.17007 \r\n",
       "L 130.057952 90.163696 \r\n",
       "L 130.057952 90.104755 \r\n",
       "L 129.323352 90.077505 \r\n",
       "L 135.923744 90.071596 \r\n",
       "L 135.923744 90.04851 \r\n",
       "L 135.923744 90.029334 \r\n",
       "L 128.29312 89.946733 \r\n",
       "L 135.923744 89.94079 \r\n",
       "L 149.955032 89.862287 \r\n",
       "L 148.74193 89.841134 \r\n",
       "L 148.74193 89.814724 \r\n",
       "L 147.709924 89.764498 \r\n",
       "L 151.789859 89.722557 \r\n",
       "L 151.789859 89.692148 \r\n",
       "L 132.454298 89.591763 \r\n",
       "L 154.113342 89.648494 \r\n",
       "L 135.52709 89.586372 \r\n",
       "L 135.52709 89.507969 \r\n",
       "L 143.801522 89.368283 \r\n",
       "L 143.801522 89.354078 \r\n",
       "L 149.755905 89.315914 \r\n",
       "L 117.357543 89.224929 \r\n",
       "L 157.629732 89.109743 \r\n",
       "L 158.168905 89.071535 \r\n",
       "L 129.798444 89.035172 \r\n",
       "L 161.952642 88.981931 \r\n",
       "L 161.952642 88.969515 \r\n",
       "L 161.952642 88.954084 \r\n",
       "L 165.706585 88.838953 \r\n",
       "L 171.624329 88.718984 \r\n",
       "L 171.652048 88.684731 \r\n",
       "L 172.046161 88.560973 \r\n",
       "L 172.046161 88.554599 \r\n",
       "L 172.585057 88.436497 \r\n",
       "L 172.6375 88.399371 \r\n",
       "L 172.889081 88.359242 \r\n",
       "L 132.236897 88.302587 \r\n",
       "L 141.73532 88.243879 \r\n",
       "L 124.64488 88.212343 \r\n",
       "L 164.610208 88.208731 \r\n",
       "L 145.726318 88.147205 \r\n",
       "L 145.726318 88.131597 \r\n",
       "L 133.229351 88.075065 \r\n",
       "L 164.610208 88.045981 \r\n",
       "L 164.610208 88.035763 \r\n",
       "L 173.172357 87.935312 \r\n",
       "L 173.172357 87.901335 \r\n",
       "L 116.780019 87.858068 \r\n",
       "L 173.393679 87.798244 \r\n",
       "L 173.393679 87.792069 \r\n",
       "L 173.459106 87.715996 \r\n",
       "L 173.565262 87.686879 \r\n",
       "L 124.85998 87.59585 \r\n",
       "L 158.739886 87.520064 \r\n",
       "L 173.705755 87.472026 \r\n",
       "L 120.764323 87.464957 \r\n",
       "L 123.758602 87.429058 \r\n",
       "L 123.758602 87.403133 \r\n",
       "L 157.867498 87.261967 \r\n",
       "L 123.067341 87.158202 \r\n",
       "L 124.420244 87.151254 \r\n",
       "L 124.420244 87.125948 \r\n",
       "L 136.960368 87.009347 \r\n",
       "L 136.960368 86.981445 \r\n",
       "L 152.470922 86.909714 \r\n",
       "L 151.396237 86.866049 \r\n",
       "L 134.872204 86.78885 \r\n",
       "L 142.292845 86.759247 \r\n",
       "L 163.58243 86.66011 \r\n",
       "L 163.58243 86.628165 \r\n",
       "L 118.320617 86.58502 \r\n",
       "L 140.815491 86.5207 \r\n",
       "L 140.815491 86.501889 \r\n",
       "L 132.899589 86.439248 \r\n",
       "L 141.567197 86.414019 \r\n",
       "L 141.567197 86.393971 \r\n",
       "L 141.567197 86.367162 \r\n",
       "L 145.315578 86.330877 \r\n",
       "L 144.72802 86.292448 \r\n",
       "L 119.623953 86.25498 \r\n",
       "L 149.624006 86.192571 \r\n",
       "L 149.624006 86.168822 \r\n",
       "L 151.882212 86.120442 \r\n",
       "L 136.872909 86.115051 \r\n",
       "L 136.872909 86.092462 \r\n",
       "L 136.872909 86.07522 \r\n",
       "L 125.902461 86.01935 \r\n",
       "L 163.58243 85.953052 \r\n",
       "L 163.58243 85.917253 \r\n",
       "L 170.908502 85.834994 \r\n",
       "L 122.406221 85.798465 \r\n",
       "L 131.259195 85.727043 \r\n",
       "L 131.259195 85.700963 \r\n",
       "L 172.719096 85.568347 \r\n",
       "L 172.719096 85.551325 \r\n",
       "L 174.025155 85.446201 \r\n",
       "L 174.088821 85.281231 \r\n",
       "L 174.29366 85.16283 \r\n",
       "L 126.040418 85.132123 \r\n",
       "L 174.386806 85.064367 \r\n",
       "L 174.386806 85.054846 \r\n",
       "L 174.465017 85.025409 \r\n",
       "L 125.119954 84.943084 \r\n",
       "L 174.519397 84.924162 \r\n",
       "L 174.519397 84.915182 \r\n",
       "L 174.61321 84.843571 \r\n",
       "L 174.734805 84.728827 \r\n",
       "L 128.484948 84.65123 \r\n",
       "L 174.758208 84.629447 \r\n",
       "L 174.758208 84.620091 \r\n",
       "L 174.856588 84.541721 \r\n",
       "L 139.776193 84.486911 \r\n",
       "L 174.905155 84.430677 \r\n",
       "L 175.010494 84.318671 \r\n",
       "L 175.100809 84.231873 \r\n",
       "L 175.100809 84.197686 \r\n",
       "L 130.059544 84.143672 \r\n",
       "L 136.69355 84.096925 \r\n",
       "L 136.69355 84.066881 \r\n",
       "L 153.790947 84.018069 \r\n",
       "L 133.830529 83.973322 \r\n",
       "L 133.830529 83.94679 \r\n",
       "L 175.15456 83.897868 \r\n",
       "L 136.433324 83.837115 \r\n",
       "L 136.433324 83.787442 \r\n",
       "L 175.235489 83.675337 \r\n",
       "L 175.3558 83.610553 \r\n",
       "L 142.340122 83.495997 \r\n",
       "L 121.91966 83.461412 \r\n",
       "L 158.365376 83.418134 \r\n",
       "L 158.365376 83.404968 \r\n",
       "L 158.365376 83.387648 \r\n",
       "L 175.512084 83.177986 \r\n",
       "L 175.514437 83.110672 \r\n",
       "L 117.393345 83.027662 \r\n",
       "L 124.523582 82.995596 \r\n",
       "L 124.523582 82.95709 \r\n",
       "L 118.344863 82.917502 \r\n",
       "L 134.630079 82.882001 \r\n",
       "L 134.630079 82.858318 \r\n",
       "L 171.886241 82.754984 \r\n",
       "L 168.967493 82.736029 \r\n",
       "L 138.783079 82.637456 \r\n",
       "L 152.069171 82.622411 \r\n",
       "L 168.967493 82.57487 \r\n",
       "L 124.05719 82.568353 \r\n",
       "L 124.05719 82.534177 \r\n",
       "L 175.65459 82.413633 \r\n",
       "L 175.760859 82.320152 \r\n",
       "L 129.539131 82.211803 \r\n",
       "L 139.516578 82.206523 \r\n",
       "L 139.516578 82.191313 \r\n",
       "L 175.771668 82.108944 \r\n",
       "L 140.895564 82.087062 \r\n",
       "L 133.416486 82.037643 \r\n",
       "L 140.895564 82.032076 \r\n",
       "L 175.86343 81.921606 \r\n",
       "L 175.86343 81.904374 \r\n",
       "L 135.576796 81.872452 \r\n",
       "L 175.877559 81.805834 \r\n",
       "L 175.877559 81.796235 \r\n",
       "L 175.929839 81.727706 \r\n",
       "L 123.77387 81.619214 \r\n",
       "L 131.787724 81.613625 \r\n",
       "L 131.787724 81.588065 \r\n",
       "L 160.083629 81.545394 \r\n",
       "L 138.286144 81.488762 \r\n",
       "L 138.286144 81.46529 \r\n",
       "L 126.486282 81.427336 \r\n",
       "L 155.693165 81.371731 \r\n",
       "L 155.693165 81.338903 \r\n",
       "L 135.930879 81.315806 \r\n",
       "L 161.050107 81.232365 \r\n",
       "L 161.050107 81.189938 \r\n",
       "L 129.64947 81.091641 \r\n",
       "L 145.833871 81.074067 \r\n",
       "L 145.159986 81.016628 \r\n",
       "L 151.960235 80.966988 \r\n",
       "L 151.960235 80.953866 \r\n",
       "L 122.10655 80.843208 \r\n",
       "L 126.296133 80.836801 \r\n",
       "L 126.296133 80.813163 \r\n",
       "L 126.537982 80.777087 \r\n",
       "L 161.356434 80.658377 \r\n",
       "L 161.356434 80.646105 \r\n",
       "L 163.133748 80.608063 \r\n",
       "L 135.647678 80.602176 \r\n",
       "L 135.647678 80.511688 \r\n",
       "L 164.05761 80.399407 \r\n",
       "L 165.885517 80.376056 \r\n",
       "L 132.881018 80.283215 \r\n",
       "L 126.362422 80.240987 \r\n",
       "L 144.183732 80.236469 \r\n",
       "L 126.830613 80.186354 \r\n",
       "L 126.830613 80.163169 \r\n",
       "L 134.964011 80.110325 \r\n",
       "L 116.861577 80.06127 \r\n",
       "L 116.861577 80.027404 \r\n",
       "L 125.638876 79.920314 \r\n",
       "L 125.638876 79.88806 \r\n",
       "L 153.965324 79.776033 \r\n",
       "L 153.965324 79.728535 \r\n",
       "L 118.942971 79.635463 \r\n",
       "L 123.266643 79.62867 \r\n",
       "L 123.266643 79.602259 \r\n",
       "L 143.960769 79.493645 \r\n",
       "L 143.960769 79.472735 \r\n",
       "L 136.000364 79.449815 \r\n",
       "L 160.007784 79.381794 \r\n",
       "L 160.007784 79.347166 \r\n",
       "L 168.445985 79.249929 \r\n",
       "L 168.445985 79.221176 \r\n",
       "L 152.484259 79.206552 \r\n",
       "L 174.776565 79.123796 \r\n",
       "L 174.776565 79.114131 \r\n",
       "L 174.782063 79.094657 \r\n",
       "L 175.985238 79.03798 \r\n",
       "L 136.495896 78.948166 \r\n",
       "L 137.362829 78.942555 \r\n",
       "L 137.362829 78.918597 \r\n",
       "L 146.119015 78.878854 \r\n",
       "L 175.9889 78.770626 \r\n",
       "L 166.024563 78.753737 \r\n",
       "L 122.780359 78.686368 \r\n",
       "L 137.817878 78.648812 \r\n",
       "L 137.817878 78.615785 \r\n",
       "L 121.640907 78.580803 \r\n",
       "L 155.243099 78.57676 \r\n",
       "L 146.582299 78.512771 \r\n",
       "L 146.582299 78.492767 \r\n",
       "L 131.075407 78.454736 \r\n",
       "L 144.443089 78.380939 \r\n",
       "L 144.443089 78.367838 \r\n",
       "L 150.960036 78.327421 \r\n",
       "L 134.911964 78.279736 \r\n",
       "L 134.911964 78.23647 \r\n",
       "L 139.48372 78.193247 \r\n",
       "L 117.779563 78.097546 \r\n",
       "L 151.632556 78.03919 \r\n",
       "L 131.797733 78.001568 \r\n",
       "L 131.797733 77.915498 \r\n",
       "L 151.632556 77.871448 \r\n",
       "L 133.369529 77.8362 \r\n",
       "L 120.655921 77.799771 \r\n",
       "L 141.633222 77.73534 \r\n",
       "L 141.633222 77.68137 \r\n",
       "L 133.896447 77.62075 \r\n",
       "L 137.832228 77.593798 \r\n",
       "L 137.832228 77.558076 \r\n",
       "L 119.941459 77.52115 \r\n",
       "L 141.633222 77.451351 \r\n",
       "L 155.684534 77.339633 \r\n",
       "L 149.304405 77.296587 \r\n",
       "L 157.901659 77.277853 \r\n",
       "L 157.901659 77.233018 \r\n",
       "L 159.328596 77.167107 \r\n",
       "L 125.481944 77.052131 \r\n",
       "L 125.481944 77.027786 \r\n",
       "L 161.742142 76.930173 \r\n",
       "L 131.316809 76.924352 \r\n",
       "L 131.316809 76.873817 \r\n",
       "L 125.345087 76.83456 \r\n",
       "L 144.854754 76.808348 \r\n",
       "L 144.854754 76.789857 \r\n",
       "L 144.854754 76.776746 \r\n",
       "L 149.318208 76.684049 \r\n",
       "L 132.215249 76.645355 \r\n",
       "L 160.45259 76.598488 \r\n",
       "L 160.45259 76.586271 \r\n",
       "L 160.45259 76.559065 \r\n",
       "L 164.129203 76.488338 \r\n",
       "L 120.186881 76.379293 \r\n",
       "L 144.982287 76.37461 \r\n",
       "L 144.982287 76.361708 \r\n",
       "L 163.511491 76.28547 \r\n",
       "L 137.267318 76.280145 \r\n",
       "L 137.267318 76.236448 \r\n",
       "L 126.77466 76.142801 \r\n",
       "L 128.827059 76.136118 \r\n",
       "L 128.827059 76.114049 \r\n",
       "L 142.288957 75.996112 \r\n",
       "L 142.288957 75.950382 \r\n",
       "L 132.471832 75.92533 \r\n",
       "L 164.860884 75.909634 \r\n",
       "L 164.860884 75.858292 \r\n",
       "L 164.860884 75.839934 \r\n",
       "L 165.833565 75.806565 \r\n",
       "L 121.146275 75.701872 \r\n",
       "L 144.175006 75.697277 \r\n",
       "L 144.175006 75.653502 \r\n",
       "L 160.941057 75.561136 \r\n",
       "L 160.941057 75.537443 \r\n",
       "L 144.788037 75.519515 \r\n",
       "L 162.379431 75.515749 \r\n",
       "L 149.01431 75.431645 \r\n",
       "L 149.01431 75.396321 \r\n",
       "L 150.959206 75.324931 \r\n",
       "L 126.115968 75.255585 \r\n",
       "L 134.712108 75.224889 \r\n",
       "L 134.712108 75.207171 \r\n",
       "L 141.665854 75.149909 \r\n",
       "L 124.759473 75.143392 \r\n",
       "L 135.892981 75.096028 \r\n",
       "L 135.892981 75.060206 \r\n",
       "L 145.242651 74.982421 \r\n",
       "L 121.091442 74.975285 \r\n",
       "L 121.091442 74.944622 \r\n",
       "L 119.355385 74.905784 \r\n",
       "L 134.284791 74.90025 \r\n",
       "L 134.284791 74.849517 \r\n",
       "L 122.669862 74.80878 \r\n",
       "L 142.320079 74.783429 \r\n",
       "L 142.320079 74.764695 \r\n",
       "L 142.320079 74.731834 \r\n",
       "L 139.118206 74.681255 \r\n",
       "L 147.856689 74.646494 \r\n",
       "L 147.856689 74.63019 \r\n",
       "L 147.856689 74.599637 \r\n",
       "L 132.242942 74.547788 \r\n",
       "L 151.026496 74.49849 \r\n",
       "L 151.026496 74.453312 \r\n",
       "L 152.075148 74.405881 \r\n",
       "L 121.455181 74.370214 \r\n",
       "L 131.488443 74.308887 \r\n",
       "L 131.488443 74.27639 \r\n",
       "L 128.716291 74.190884 \r\n",
       "L 128.574527 74.115408 \r\n",
       "L 148.933381 74.084093 \r\n",
       "L 148.933381 74.069313 \r\n",
       "L 154.859379 73.977809 \r\n",
       "L 132.501784 73.97211 \r\n",
       "L 132.501784 73.940397 \r\n",
       "L 157.719795 73.90315 \r\n",
       "L 123.3384 73.860591 \r\n",
       "L 123.3384 73.834257 \r\n",
       "L 123.3384 73.793001 \r\n",
       "L 151.288546 73.583648 \r\n",
       "L 130.999725 73.488919 \r\n",
       "L 130.999725 73.466253 \r\n",
       "L 148.569365 73.349144 \r\n",
       "L 148.569365 73.288878 \r\n",
       "L 118.07483 73.207912 \r\n",
       "L 136.028592 73.179634 \r\n",
       "L 160.491708 73.066668 \r\n",
       "L 126.383774 72.997543 \r\n",
       "L 140.740601 72.951879 \r\n",
       "L 123.309228 72.837566 \r\n",
       "L 161.823951 72.717839 \r\n",
       "L 161.823951 72.693505 \r\n",
       "L 129.255924 72.631759 \r\n",
       "L 162.379431 72.582649 \r\n",
       "L 165.833565 72.501638 \r\n",
       "L 156.904707 72.497275 \r\n",
       "L 156.904707 72.480265 \r\n",
       "L 146.595227 72.426582 \r\n",
       "L 166.424526 72.377582 \r\n",
       "L 166.424526 72.351547 \r\n",
       "L 168.459524 72.252024 \r\n",
       "L 136.774164 72.136141 \r\n",
       "L 136.774164 72.113177 \r\n",
       "L 170.963977 72.003602 \r\n",
       "L 170.963977 71.98964 \r\n",
       "L 172.970413 71.87632 \r\n",
       "L 122.908018 71.771915 \r\n",
       "L 128.951296 71.765817 \r\n",
       "L 128.951296 71.7443 \r\n",
       "L 139.796469 71.627843 \r\n",
       "L 139.796469 71.612766 \r\n",
       "L 165.010235 71.571907 \r\n",
       "L 149.622308 71.512491 \r\n",
       "L 149.622308 71.49505 \r\n",
       "L 135.208961 71.45756 \r\n",
       "L 157.073787 71.39039 \r\n",
       "L 157.073787 71.381167 \r\n",
       "L 156.541672 71.352028 \r\n",
       "L 173.215779 71.280915 \r\n",
       "L 173.215779 71.237162 \r\n",
       "L 124.653726 71.166534 \r\n",
       "L 173.345262 71.136799 \r\n",
       "L 173.345262 71.127631 \r\n",
       "L 173.345262 71.092892 \r\n",
       "L 128.402598 71.064968 \r\n",
       "L 174.574935 70.993258 \r\n",
       "L 174.574935 70.983648 \r\n",
       "L 174.663463 70.96202 \r\n",
       "L 125.31216 70.84901 \r\n",
       "L 125.31216 70.824521 \r\n",
       "L 149.00593 70.802959 \r\n",
       "L 134.998612 70.715366 \r\n",
       "L 134.998612 70.680737 \r\n",
       "L 132.191066 70.602322 \r\n",
       "L 136.221836 70.596379 \r\n",
       "L 136.221836 70.573371 \r\n",
       "L 136.221836 70.555885 \r\n",
       "L 136.725628 70.529762 \r\n",
       "L 134.764029 70.523664 \r\n",
       "L 134.764029 70.463343 \r\n",
       "L 134.764029 70.434325 \r\n",
       "L 119.00229 70.35337 \r\n",
       "L 143.311771 70.347914 \r\n",
       "L 143.311771 70.329599 \r\n",
       "L 143.311771 70.319504 \r\n",
       "L 156.313166 70.208713 \r\n",
       "L 138.532208 70.187881 \r\n",
       "L 172.138678 70.116845 \r\n",
       "L 172.138678 70.106904 \r\n",
       "L 172.138678 70.092113 \r\n",
       "L 130.481709 70.01498 \r\n",
       "L 136.582279 69.98689 \r\n",
       "L 136.582279 69.959585 \r\n",
       "L 140.309994 69.929374 \r\n",
       "L 119.368049 69.833894 \r\n",
       "L 119.368049 69.803241 \r\n",
       "L 173.794863 69.703597 \r\n",
       "L 139.146717 69.698029 \r\n",
       "L 139.146717 69.676578 \r\n",
       "L 138.695362 69.655359 \r\n",
       "L 142.840353 69.622299 \r\n",
       "L 142.840353 69.608558 \r\n",
       "L 146.526295 69.560265 \r\n",
       "L 138.059356 69.554831 \r\n",
       "L 138.059356 69.533689 \r\n",
       "L 138.059356 69.503224 \r\n",
       "L 136.788237 69.481309 \r\n",
       "L 149.504613 69.449442 \r\n",
       "L 149.504613 69.43812 \r\n",
       "L 151.882112 69.402795 \r\n",
       "L 139.028979 69.397317 \r\n",
       "L 139.028979 69.36884 \r\n",
       "L 139.028979 69.33705 \r\n",
       "L 130.6736 69.310883 \r\n",
       "L 151.375363 69.249423 \r\n",
       "L 151.375363 69.238676 \r\n",
       "L 153.30467 69.192703 \r\n",
       "L 121.865317 69.121092 \r\n",
       "L 156.373888 69.088551 \r\n",
       "L 156.373888 69.079162 \r\n",
       "L 162.295848 69.016035 \r\n",
       "L 140.305848 69.010854 \r\n",
       "L 143.484953 68.991093 \r\n",
       "L 143.484953 68.951019 \r\n",
       "L 145.094867 68.893271 \r\n",
       "L 132.419389 68.887715 \r\n",
       "L 132.419389 68.868595 \r\n",
       "L 145.914724 68.814216 \r\n",
       "L 121.494331 68.807246 \r\n",
       "L 131.886608 68.77328 \r\n",
       "L 131.886608 68.753817 \r\n",
       "L 166.778892 68.639128 \r\n",
       "L 166.778892 68.617864 \r\n",
       "L 129.112839 68.512409 \r\n",
       "L 129.112839 68.480917 \r\n",
       "L 172.069249 68.369962 \r\n",
       "L 121.354146 68.334394 \r\n",
       "L 134.118926 68.258542 \r\n",
       "L 134.118926 68.21448 \r\n",
       "L 127.869231 68.147277 \r\n",
       "L 149.621326 68.142328 \r\n",
       "L 149.621326 68.131039 \r\n",
       "L 152.454464 68.0906 \r\n",
       "L 130.739317 68.084061 \r\n",
       "L 130.739317 68.057474 \r\n",
       "L 130.739317 68.03399 \r\n",
       "L 160.684732 67.947634 \r\n",
       "L 155.522827 67.921753 \r\n",
       "L 155.522827 67.882651 \r\n",
       "L 126.839534 67.776599 \r\n",
       "L 126.839534 67.716267 \r\n",
       "L 131.402998 67.635234 \r\n",
       "L 127.150013 67.628629 \r\n",
       "L 127.150013 67.602163 \r\n",
       "L 123.204034 67.566551 \r\n",
       "L 138.934525 67.526289 \r\n",
       "L 138.934525 67.485662 \r\n",
       "L 134.169223 67.461405 \r\n",
       "L 155.522827 67.417443 \r\n",
       "L 142.951958 67.380328 \r\n",
       "L 142.951958 67.357762 \r\n",
       "L 160.311216 67.302853 \r\n",
       "L 138.00071 67.297131 \r\n",
       "L 151.824737 67.24833 \r\n",
       "L 151.824737 67.223543 \r\n",
       "L 125.899598 67.192681 \r\n",
       "L 143.420998 67.112599 \r\n",
       "L 143.420998 67.085613 \r\n",
       "L 123.67062 66.987968 \r\n",
       "L 141.553148 66.982953 \r\n",
       "L 141.553148 66.96866 \r\n",
       "L 148.194402 66.842571 \r\n",
       "L 148.206191 66.821584 \r\n",
       "L 151.164409 66.77159 \r\n",
       "L 146.382795 66.767017 \r\n",
       "L 150.406607 66.719365 \r\n",
       "L 132.103808 66.660391 \r\n",
       "L 151.56319 66.63788 \r\n",
       "L 151.56319 66.609183 \r\n",
       "L 151.824737 66.572135 \r\n",
       "L 140.334913 66.507329 \r\n",
       "L 140.334913 66.485966 \r\n",
       "L 131.611384 66.429157 \r\n",
       "L 153.895506 66.405176 \r\n",
       "L 153.895506 66.39117 \r\n",
       "L 153.895506 66.341044 \r\n",
       "L 124.036461 66.185761 \r\n",
       "L 125.414327 66.178957 \r\n",
       "L 125.414327 66.121739 \r\n",
       "L 123.727656 66.087663 \r\n",
       "L 130.299556 66.081389 \r\n",
       "L 130.299556 66.033306 \r\n",
       "L 129.691407 65.995662 \r\n",
       "L 135.581873 65.989697 \r\n",
       "L 135.581873 65.961 \r\n",
       "L 149.224194 65.850442 \r\n",
       "L 128.380755 65.751327 \r\n",
       "L 134.451487 65.745848 \r\n",
       "L 134.451487 65.687029 \r\n",
       "L 153.112464 65.564375 \r\n",
       "L 153.112464 65.536131 \r\n",
       "L 121.485863 65.499227 \r\n",
       "L 154.18623 65.465647 \r\n",
       "L 154.18623 65.451696 \r\n",
       "L 154.18623 65.419984 \r\n",
       "L 156.394208 65.294989 \r\n",
       "L 141.805994 65.275769 \r\n",
       "L 158.394831 65.194681 \r\n",
       "L 158.394831 65.185767 \r\n",
       "L 158.394831 65.177571 \r\n",
       "L 164.318062 65.048997 \r\n",
       "L 164.318062 65.040701 \r\n",
       "L 166.609032 65.005211 \r\n",
       "L 130.244483 64.998683 \r\n",
       "L 130.244483 64.976978 \r\n",
       "L 169.332604 64.865028 \r\n",
       "L 171.98062 64.812074 \r\n",
       "L 145.391656 64.806684 \r\n",
       "L 145.391656 64.789132 \r\n",
       "L 145.391656 64.744153 \r\n",
       "L 143.403791 64.704575 \r\n",
       "L 145.391656 64.67093 \r\n",
       "L 172.901475 64.595232 \r\n",
       "L 118.572299 64.588086 \r\n",
       "L 118.572299 64.513659 \r\n",
       "L 158.965775 64.390199 \r\n",
       "L 158.965775 64.367919 \r\n",
       "L 119.943012 64.262873 \r\n",
       "L 119.943012 64.23052 \r\n",
       "L 139.379608 64.094004 \r\n",
       "L 139.379608 64.078727 \r\n",
       "L 168.878399 64.007216 \r\n",
       "L 141.917756 63.966888 \r\n",
       "L 141.917756 63.934678 \r\n",
       "L 126.908088 63.904976 \r\n",
       "L 171.223598 63.862482 \r\n",
       "L 171.223598 63.849194 \r\n",
       "L 171.223598 63.829245 \r\n",
       "L 174.155268 63.757182 \r\n",
       "L 139.284084 63.660674 \r\n",
       "L 159.342109 63.643542 \r\n",
       "L 159.342109 63.615772 \r\n",
       "L 156.110769 63.569855 \r\n",
       "L 174.51912 63.523849 \r\n",
       "L 174.603585 63.497372 \r\n",
       "L 176.151273 63.306289 \r\n",
       "L 176.260285 63.195278 \r\n",
       "L 176.269735 63.144809 \r\n",
       "L 141.46211 63.097146 \r\n",
       "L 176.284645 63.05114 \r\n",
       "L 176.284645 63.042414 \r\n",
       "L 176.389228 62.909731 \r\n",
       "L 176.426371 62.878063 \r\n",
       "L 138.500432 62.856622 \r\n",
       "L 176.535886 62.802697 \r\n",
       "L 176.535886 62.773016 \r\n",
       "L 176.609631 62.654814 \r\n",
       "L 176.785115 62.53585 \r\n",
       "L 176.791444 62.480312 \r\n",
       "L 123.502509 62.414246 \r\n",
       "L 139.579005 62.388752 \r\n",
       "L 139.579005 62.328022 \r\n",
       "L 176.951112 62.235789 \r\n",
       "L 176.951112 62.200873 \r\n",
       "L 141.258857 62.11984 \r\n",
       "L 176.994282 62.094534 \r\n",
       "L 177.074267 61.97261 \r\n",
       "L 119.670142 61.93512 \r\n",
       "L 177.126798 61.86668 \r\n",
       "L 177.171829 61.807861 \r\n",
       "L 177.395013 61.687339 \r\n",
       "L 177.483931 61.607444 \r\n",
       "L 177.688455 61.492965 \r\n",
       "L 177.766792 61.345226 \r\n",
       "L 150.564087 61.306267 \r\n",
       "L 177.882574 61.249006 \r\n",
       "L 177.882574 61.236877 \r\n",
       "L 178.02961 61.114367 \r\n",
       "L 178.02961 61.091591 \r\n",
       "L 127.330958 61.056145 \r\n",
       "L 178.078995 60.986158 \r\n",
       "L 178.078995 60.980602 \r\n",
       "L 178.113067 60.93633 \r\n",
       "L 127.813442 60.894356 \r\n",
       "L 178.179917 60.833703 \r\n",
       "L 178.179917 60.828158 \r\n",
       "L 178.275793 60.716108 \r\n",
       "L 121.969561 60.620661 \r\n",
       "L 121.969561 60.55316 \r\n",
       "L 120.375105 60.516609 \r\n",
       "L 131.923933 60.510644 \r\n",
       "L 131.923933 60.491203 \r\n",
       "L 133.887747 60.432704 \r\n",
       "L 120.861634 60.425734 \r\n",
       "L 120.861634 60.392133 \r\n",
       "L 118.426792 60.353008 \r\n",
       "L 121.078161 60.346072 \r\n",
       "L 121.078161 60.317385 \r\n",
       "L 174.074138 60.184526 \r\n",
       "L 174.074138 60.181035 \r\n",
       "L 178.450636 60.068179 \r\n",
       "L 178.450636 60.043867 \r\n",
       "L 138.845474 60.021367 \r\n",
       "L 178.677455 59.939362 \r\n",
       "L 178.677455 59.933873 \r\n",
       "L 178.709502 59.881316 \r\n",
       "L 119.379304 59.778358 \r\n",
       "L 119.379304 59.747716 \r\n",
       "L 128.956052 59.58099 \r\n",
       "L 178.818489 59.442928 \r\n",
       "L 178.906351 59.349292 \r\n",
       "L 115.688537 59.258948 \r\n",
       "L 115.688537 59.223402 \r\n",
       "L 179.020497 59.13393 \r\n",
       "L 170.869409 59.1203 \r\n",
       "L 170.869409 59.100539 \r\n",
       "L 131.425148 59.073034 \r\n",
       "L 170.869409 58.990643 \r\n",
       "L 179.044428 58.938816 \r\n",
       "L 148.107377 58.903734 \r\n",
       "L 148.107377 58.891948 \r\n",
       "L 148.107377 58.848693 \r\n",
       "L 127.735671 58.734324 \r\n",
       "L 137.694943 58.729044 \r\n",
       "L 137.694943 58.699109 \r\n",
       "L 125.689016 58.63131 \r\n",
       "L 127.570315 58.595665 \r\n",
       "L 127.570315 58.572214 \r\n",
       "L 126.511755 58.530461 \r\n",
       "L 143.189856 58.436427 \r\n",
       "L 143.189856 58.409 \r\n",
       "L 147.684677 58.366971 \r\n",
       "L 131.185734 58.360443 \r\n",
       "L 131.185734 58.334176 \r\n",
       "L 131.185734 58.311322 \r\n",
       "L 125.242045 58.252105 \r\n",
       "L 148.107377 58.212969 \r\n",
       "L 148.107377 58.191916 \r\n",
       "L 151.826083 58.147699 \r\n",
       "L 122.474479 58.098965 \r\n",
       "L 122.474479 58.062977 \r\n",
       "L 148.332945 57.95222 \r\n",
       "L 148.332945 57.940512 \r\n",
       "L 151.826083 57.916476 \r\n",
       "L 121.632012 57.875617 \r\n",
       "L 121.632012 57.799909 \r\n",
       "L 137.527833 57.743221 \r\n",
       "L 120.326493 57.735942 \r\n",
       "L 135.233364 57.700882 \r\n",
       "L 135.233364 57.658036 \r\n",
       "L 132.102424 57.626963 \r\n",
       "L 141.826422 57.616713 \r\n",
       "L 136.39157 57.555585 \r\n",
       "L 156.441216 57.441746 \r\n",
       "L 156.441216 57.403296 \r\n",
       "L 132.022099 57.377813 \r\n",
       "L 159.877319 57.299497 \r\n",
       "L 159.877319 57.287027 \r\n",
       "L 145.819521 57.220884 \r\n",
       "L 166.630082 57.16286 \r\n",
       "L 173.108452 57.069224 \r\n",
       "L 139.459159 57.040317 \r\n",
       "L 176.025728 56.9981 \r\n",
       "L 176.025728 56.961549 \r\n",
       "L 178.217223 56.897538 \r\n",
       "L 158.283605 56.863705 \r\n",
       "L 179.155894 56.790062 \r\n",
       "L 179.196434 56.710465 \r\n",
       "L 123.802092 56.608456 \r\n",
       "L 179.217987 56.684551 \r\n",
       "L 140.587274 56.60364 \r\n",
       "L 140.587274 56.588927 \r\n",
       "L 179.26473 56.475188 \r\n",
       "L 179.356165 56.405301 \r\n",
       "L 131.583156 56.378746 \r\n",
       "L 179.392767 56.297062 \r\n",
       "L 179.502421 56.24191 \r\n",
       "L 179.762168 56.052606 \r\n",
       "L 179.855277 55.993941 \r\n",
       "L 179.982244 55.896229 \r\n",
       "L 171.139436 55.87501 \r\n",
       "L 180.086299 55.788742 \r\n",
       "L 180.172776 55.741035 \r\n",
       "L 180.349645 55.671877 \r\n",
       "L 135.455264 55.60157 \r\n",
       "L 180.360189 55.562058 \r\n",
       "L 180.360189 55.547787 \r\n",
       "L 180.020695 55.512219 \r\n",
       "L 180.447459 55.447226 \r\n",
       "L 180.447459 55.439206 \r\n",
       "L 180.549689 55.362592 \r\n",
       "L 180.794854 55.177806 \r\n",
       "L 180.795634 55.141752 \r\n",
       "L 120.280958 55.064453 \r\n",
       "L 163.248372 55.028973 \r\n",
       "L 163.248372 54.967117 \r\n",
       "L 169.360096 54.933946 \r\n",
       "L 133.019102 54.927539 \r\n",
       "L 133.019102 54.903039 \r\n",
       "L 133.019102 54.873149 \r\n",
       "L 153.68001 54.834511 \r\n",
       "L 126.842793 54.79648 \r\n",
       "L 141.036403 54.768092 \r\n",
       "L 141.036403 54.731011 \r\n",
       "L 156.30958 54.615637 \r\n",
       "L 156.30958 54.582665 \r\n",
       "L 137.130046 54.532472 \r\n",
       "L 175.275525 54.468771 \r\n",
       "L 175.275525 54.435832 \r\n",
       "L 128.935618 54.324445 \r\n",
       "L 128.935618 54.288833 \r\n",
       "L 180.838841 54.154273 \r\n",
       "L 122.579233 54.081999 \r\n",
       "L 124.559303 54.046078 \r\n",
       "L 124.559303 54.020728 \r\n",
       "L 181.021195 53.908325 \r\n",
       "L 181.124344 53.7884 \r\n",
       "L 181.281182 53.648294 \r\n",
       "L 181.386445 53.569106 \r\n",
       "L 181.511852 53.456891 \r\n",
       "L 181.582501 53.395156 \r\n",
       "L 181.71435 53.291402 \r\n",
       "L 181.720842 53.222034 \r\n",
       "L 149.768765 53.175895 \r\n",
       "L 181.828924 53.123516 \r\n",
       "L 181.828924 53.112779 \r\n",
       "L 182.193141 52.847568 \r\n",
       "L 132.33846 52.816363 \r\n",
       "L 168.9877 52.743306 \r\n",
       "L 168.9877 52.72973 \r\n",
       "L 182.320876 52.630991 \r\n",
       "L 182.425598 52.460034 \r\n",
       "L 182.622711 52.363173 \r\n",
       "L 182.647749 52.323021 \r\n",
       "L 135.560552 52.24422 \r\n",
       "L 135.560552 52.208243 \r\n",
       "L 128.595968 52.142034 \r\n",
       "L 142.937746 52.131927 \r\n",
       "L 142.937746 52.112641 \r\n",
       "L 142.937746 52.097354 \r\n",
       "L 139.358803 52.057335 \r\n",
       "L 146.984596 52.010356 \r\n",
       "L 146.984596 51.992871 \r\n",
       "L 125.860046 51.934891 \r\n",
       "L 182.647749 51.860276 \r\n",
       "L 182.749351 51.796994 \r\n",
       "L 166.217977 51.768198 \r\n",
       "L 182.867246 51.691031 \r\n",
       "L 182.867246 51.686027 \r\n",
       "L 182.945507 51.602244 \r\n",
       "L 183.156171 51.486627 \r\n",
       "L 183.162903 51.451325 \r\n",
       "L 145.848472 51.413515 \r\n",
       "L 183.23934 51.346256 \r\n",
       "L 183.23934 51.341286 \r\n",
       "L 183.259383 51.278523 \r\n",
       "L 133.621538 51.212601 \r\n",
       "L 183.259383 51.175818 \r\n",
       "L 183.329819 51.039192 \r\n",
       "L 155.335062 51.02196 \r\n",
       "L 163.061299 50.925121 \r\n",
       "L 175.529409 50.885787 \r\n",
       "L 118.920374 50.841681 \r\n",
       "L 118.920374 50.808819 \r\n",
       "L 183.431282 50.690131 \r\n",
       "L 149.271616 50.599478 \r\n",
       "L 168.120697 50.595954 \r\n",
       "L 168.120697 50.573619 \r\n",
       "L 131.14839 50.468728 \r\n",
       "L 183.533336 50.52758 \r\n",
       "L 139.908263 50.46315 \r\n",
       "L 139.908263 50.448127 \r\n",
       "L 183.641694 50.329075 \r\n",
       "L 183.652615 50.293275 \r\n",
       "L 183.723252 50.241613 \r\n",
       "L 134.692568 50.186163 \r\n",
       "L 134.692568 50.164105 \r\n",
       "L 128.237066 50.1329 \r\n",
       "L 146.166928 50.108312 \r\n",
       "L 146.166928 50.085944 \r\n",
       "L 146.166928 50.060472 \r\n",
       "L 183.772008 49.931832 \r\n",
       "L 183.88126 49.816844 \r\n",
       "L 184.124889 49.691098 \r\n",
       "L 184.23599 49.511105 \r\n",
       "L 184.489283 49.401022 \r\n",
       "L 184.622491 49.340701 \r\n",
       "L 144.753278 49.293137 \r\n",
       "L 144.753278 49.280147 \r\n",
       "L 184.810771 49.168451 \r\n",
       "L 184.910271 49.09377 \r\n",
       "L 185.217831 48.937615 \r\n",
       "L 185.318312 48.856516 \r\n",
       "L 160.089971 48.834468 \r\n",
       "L 185.380959 48.75306 \r\n",
       "L 185.380959 48.74831 \r\n",
       "L 185.484876 48.630274 \r\n",
       "L 185.973204 48.362688 \r\n",
       "L 186.055945 48.263385 \r\n",
       "L 186.119737 48.204577 \r\n",
       "L 137.782094 48.183325 \r\n",
       "L 186.191254 48.10258 \r\n",
       "L 186.191254 48.09519 \r\n",
       "L 186.255499 48.043838 \r\n",
       "L 186.470919 47.923946 \r\n",
       "L 186.529376 47.844471 \r\n",
       "L 186.643472 47.755728 \r\n",
       "L 163.189223 47.706949 \r\n",
       "L 186.783751 47.645225 \r\n",
       "L 186.875978 47.454761 \r\n",
       "L 133.768895 47.430372 \r\n",
       "L 186.978599 47.353868 \r\n",
       "L 186.978599 47.346202 \r\n",
       "L 187.080968 47.299091 \r\n",
       "L 187.212905 47.192742 \r\n",
       "L 170.509218 47.131095 \r\n",
       "L 187.280522 47.088049 \r\n",
       "L 187.280522 47.083487 \r\n",
       "L 187.308316 47.044727 \r\n",
       "L 187.702693 46.924062 \r\n",
       "L 187.704757 46.905196 \r\n",
       "L 146.102904 46.856792 \r\n",
       "L 187.772575 46.799796 \r\n",
       "L 187.772575 46.795278 \r\n",
       "L 187.873358 46.749736 \r\n",
       "L 188.06077 46.695357 \r\n",
       "L 130.490762 46.641133 \r\n",
       "L 188.152935 46.587814 \r\n",
       "L 188.252398 46.483563 \r\n",
       "L 188.286621 46.466078 \r\n",
       "L 157.873777 46.394213 \r\n",
       "L 188.296624 46.371724 \r\n",
       "L 188.296624 46.355785 \r\n",
       "L 188.345179 46.289775 \r\n",
       "L 154.930456 46.266843 \r\n",
       "L 188.348085 46.264126 \r\n",
       "L 170.874832 46.18063 \r\n",
       "L 170.874832 46.169264 \r\n",
       "L 135.671515 46.11737 \r\n",
       "L 188.412167 46.068802 \r\n",
       "L 188.412167 46.064339 \r\n",
       "L 188.459576 46.009574 \r\n",
       "L 188.725388 45.906173 \r\n",
       "L 131.998149 45.814493 \r\n",
       "L 131.998149 45.779146 \r\n",
       "L 119.699068 45.741866 \r\n",
       "L 153.667365 45.715157 \r\n",
       "L 153.667365 45.701151 \r\n",
       "L 153.667365 45.665694 \r\n",
       "L 115.979582 45.623034 \r\n",
       "L 153.547142 45.557577 \r\n",
       "L 153.547142 45.543515 \r\n",
       "L 176.532565 45.466183 \r\n",
       "L 126.440306 45.459655 \r\n",
       "L 126.440306 45.43067 \r\n",
       "L 188.899564 45.318234 \r\n",
       "L 189.005267 45.219241 \r\n",
       "L 189.119703 45.082703 \r\n",
       "L 189.208156 45.047489 \r\n",
       "L 160.528713 45.013291 \r\n",
       "L 189.257377 44.946353 \r\n",
       "L 189.257377 44.93914 \r\n",
       "L 189.368453 44.881779 \r\n",
       "L 189.518144 44.743065 \r\n",
       "L 189.614913 44.684798 \r\n",
       "L 189.682581 44.626188 \r\n",
       "L 135.401488 44.579299 \r\n",
       "L 189.718352 44.522578 \r\n",
       "L 189.718352 44.515387 \r\n",
       "L 189.738672 44.466189 \r\n",
       "L 152.657151 44.427716 \r\n",
       "L 189.797771 44.382373 \r\n",
       "L 160.782584 44.348396 \r\n",
       "L 160.782584 44.318859 \r\n",
       "L 190.057053 44.205462 \r\n",
       "L 190.099115 44.116454 \r\n",
       "L 190.396835 43.994651 \r\n",
       "L 190.420616 43.96052 \r\n",
       "L 190.639119 43.845223 \r\n",
       "L 190.698947 43.809224 \r\n",
       "L 190.256279 43.797759 \r\n",
       "L 190.858452 43.704355 \r\n",
       "L 190.858452 43.700113 \r\n",
       "L 190.96374 43.640753 \r\n",
       "L 191.202349 43.455602 \r\n",
       "L 191.224041 43.414091 \r\n",
       "L 191.653937 43.295337 \r\n",
       "L 191.744165 43.22957 \r\n",
       "L 191.982975 43.137138 \r\n",
       "L 182.376351 43.103503 \r\n",
       "L 192.284508 43.026569 \r\n",
       "L 192.39074 42.917292 \r\n",
       "L 192.609419 42.797367 \r\n",
       "L 192.686824 42.772215 \r\n",
       "L 192.105274 42.763865 \r\n",
       "L 192.897451 42.674967 \r\n",
       "L 192.897451 42.66306 \r\n",
       "L 192.961318 42.598419 \r\n",
       "L 193.055068 42.552204 \r\n",
       "L 149.069533 42.518723 \r\n",
       "L 193.128158 42.450957 \r\n",
       "L 193.128158 42.441314 \r\n",
       "L 193.234604 42.368599 \r\n",
       "L 193.365534 42.246818 \r\n",
       "L 193.466934 42.146908 \r\n",
       "L 193.545422 42.088619 \r\n",
       "L 155.104531 42.061921 \r\n",
       "L 193.708412 41.98935 \r\n",
       "L 193.708412 41.98301 \r\n",
       "L 193.803144 41.816184 \r\n",
       "L 193.993249 41.694679 \r\n",
       "L 194.059708 41.625112 \r\n",
       "L 194.262156 41.506756 \r\n",
       "L 194.262156 41.477793 \r\n",
       "L 121.337443 41.381241 \r\n",
       "L 122.710547 41.374304 \r\n",
       "L 122.710547 41.347341 \r\n",
       "L 162.422903 41.160224 \r\n",
       "L 194.405983 41.049169 \r\n",
       "L 194.515901 41.007405 \r\n",
       "L 194.855722 40.815162 \r\n",
       "L 194.954253 40.727502 \r\n",
       "L 195.02489 40.674416 \r\n",
       "L 181.802614 40.664099 \r\n",
       "L 195.142496 40.570739 \r\n",
       "L 195.142496 40.564575 \r\n",
       "L 195.220229 40.491176 \r\n",
       "L 195.429572 40.377955 \r\n",
       "L 195.540459 40.301816 \r\n",
       "L 196.092554 39.983783 \r\n",
       "L 196.430286 39.851056 \r\n",
       "L 196.475884 39.827539 \r\n",
       "L 196.741268 39.774486 \r\n",
       "L 185.556053 39.737527 \r\n",
       "L 196.891324 39.671152 \r\n",
       "L 196.891324 39.664867 \r\n",
       "L 196.996951 39.636015 \r\n",
       "L 197.204432 39.514643 \r\n",
       "L 197.311318 39.387339 \r\n",
       "L 197.350386 39.363999 \r\n",
       "L 137.016397 39.313144 \r\n",
       "L 154.287807 39.233901 \r\n",
       "L 197.624892 39.121178 \r\n",
       "L 197.673346 39.097694 \r\n",
       "L 197.792324 39.035561 \r\n",
       "L 144.93021 39.000689 \r\n",
       "L 197.934956 38.925787 \r\n",
       "L 198.032732 38.826231 \r\n",
       "L 198.28639 38.698242 \r\n",
       "L 198.397314 38.665171 \r\n",
       "L 198.807558 38.444121 \r\n",
       "L 198.871916 38.408222 \r\n",
       "L 199.167006 38.287678 \r\n",
       "L 199.243481 38.208943 \r\n",
       "L 199.503027 38.103565 \r\n",
       "L 199.613059 38.006185 \r\n",
       "L 199.885904 37.9227 \r\n",
       "L 170.214253 37.912229 \r\n",
       "L 200.050039 37.824657 \r\n",
       "L 200.050039 37.8136 \r\n",
       "L 200.347646 37.721488 \r\n",
       "L 176.184654 37.706079 \r\n",
       "L 200.544344 37.624461 \r\n",
       "L 200.544344 37.618441 \r\n",
       "L 200.544344 37.604281 \r\n",
       "L 141.85957 37.568116 \r\n",
       "L 200.643932 37.503399 \r\n",
       "L 200.643932 37.494971 \r\n",
       "L 200.797398 37.342383 \r\n",
       "L 200.90568 37.285662 \r\n",
       "L 201.856569 36.850985 \r\n",
       "L 202.09363 36.736428 \r\n",
       "L 202.203926 36.645355 \r\n",
       "L 202.630639 36.502709 \r\n",
       "L 202.672991 36.483732 \r\n",
       "L 203.111003 36.357566 \r\n",
       "L 203.111003 36.354992 \r\n",
       "L 203.491553 36.23689 \r\n",
       "L 203.601735 36.215361 \r\n",
       "L 203.960052 36.069522 \r\n",
       "L 204.04512 36.041223 \r\n",
       "L 204.397623 35.909424 \r\n",
       "L 204.47859 35.847832 \r\n",
       "L 204.890079 35.72372 \r\n",
       "L 204.920113 35.697486 \r\n",
       "L 205.238443 35.576711 \r\n",
       "L 205.440148 35.446347 \r\n",
       "L 205.550834 35.405588 \r\n",
       "L 205.857966 35.270861 \r\n",
       "L 205.92513 35.240275 \r\n",
       "L 206.260245 35.112232 \r\n",
       "L 206.326188 35.068402 \r\n",
       "L 206.78413 34.941297 \r\n",
       "L 206.856906 34.880003 \r\n",
       "L 130.874349 34.844214 \r\n",
       "L 207.001903 34.774405 \r\n",
       "L 207.001903 34.771301 \r\n",
       "L 207.100586 34.673014 \r\n",
       "L 207.556616 34.550217 \r\n",
       "L 207.667415 34.515898 \r\n",
       "L 208.046781 34.342091 \r\n",
       "L 208.150811 34.270414 \r\n",
       "L 208.446707 34.143674 \r\n",
       "L 208.532304 34.119296 \r\n",
       "L 208.799462 34.034209 \r\n",
       "L 182.348884 33.999006 \r\n",
       "L 208.985591 33.927926 \r\n",
       "L 208.985591 33.924932 \r\n",
       "L 209.0826 33.868278 \r\n",
       "L 209.566889 33.693024 \r\n",
       "L 210.365571 33.348702 \r\n",
       "L 210.46604 33.295903 \r\n",
       "L 210.967227 33.153544 \r\n",
       "L 210.979835 33.110896 \r\n",
       "L 195.78975 33.104544 \r\n",
       "L 211.213977 33.000647 \r\n",
       "L 211.316157 32.950112 \r\n",
       "L 211.716284 32.804417 \r\n",
       "L 211.793929 32.790797 \r\n",
       "L 211.918745 32.742924 \r\n",
       "L 144.650104 32.725096 \r\n",
       "L 212.135625 32.655651 \r\n",
       "L 212.135625 32.650846 \r\n",
       "L 212.24631 32.520085 \r\n",
       "L 212.961006 32.194231 \r\n",
       "L 213.047848 32.151572 \r\n",
       "L 135.85363 32.081983 \r\n",
       "L 145.356168 32.038098 \r\n",
       "L 213.590091 31.830436 \r\n",
       "L 213.6967 31.749149 \r\n",
       "L 214.387225 31.541288 \r\n",
       "L 214.490538 31.485539 \r\n",
       "L 214.876044 31.353872 \r\n",
       "L 214.930966 31.312163 \r\n",
       "L 215.485301 31.180143 \r\n",
       "L 215.563587 31.145646 \r\n",
       "L 215.910768 31.016973 \r\n",
       "L 216.010583 30.935267 \r\n",
       "L 216.273967 30.793813 \r\n",
       "L 216.367327 30.764553 \r\n",
       "L 216.674308 30.640629 \r\n",
       "L 216.7822 30.607635 \r\n",
       "L 217.315825 30.442775 \r\n",
       "L 217.383441 30.384696 \r\n",
       "L 217.920023 30.260452 \r\n",
       "L 218.02258 30.209774 \r\n",
       "L 218.480158 30.073004 \r\n",
       "L 218.539659 30.02607 \r\n",
       "L 218.947587 29.899848 \r\n",
       "L 219.056059 29.826426 \r\n",
       "L 219.443138 29.686564 \r\n",
       "L 219.526218 29.652266 \r\n",
       "L 220.070651 29.523504 \r\n",
       "L 220.717553 29.35215 \r\n",
       "L 220.801929 29.295241 \r\n",
       "L 221.365084 29.15941 \r\n",
       "L 221.459577 29.112951 \r\n",
       "L 221.95777 28.96233 \r\n",
       "L 222.06614 28.918964 \r\n",
       "L 222.673924 28.752999 \r\n",
       "L 222.767826 28.682515 \r\n",
       "L 223.076392 28.553367 \r\n",
       "L 223.076392 28.53618 \r\n",
       "L 135.647376 28.504125 \r\n",
       "L 223.262948 28.426052 \r\n",
       "L 223.321619 28.375274 \r\n",
       "L 224.109631 28.234671 \r\n",
       "L 224.203608 28.197845 \r\n",
       "L 224.610051 28.068972 \r\n",
       "L 224.708431 28.015621 \r\n",
       "L 225.194155 27.873692 \r\n",
       "L 225.273071 27.82456 \r\n",
       "L 225.898156 27.707242 \r\n",
       "L 226.451308 27.55905 \r\n",
       "L 141.940385 27.498254 \r\n",
       "L 226.626024 27.449718 \r\n",
       "L 226.626024 27.442064 \r\n",
       "L 227.107131 27.326855 \r\n",
       "L 227.169023 27.277127 \r\n",
       "L 227.923754 27.154506 \r\n",
       "L 228.566454 26.97479 \r\n",
       "L 228.657499 26.941034 \r\n",
       "L 152.434899 26.890521 \r\n",
       "L 228.886797 26.831072 \r\n",
       "L 228.995508 26.80982 \r\n",
       "L 230.037454 26.662269 \r\n",
       "L 230.093306 26.651057 \r\n",
       "L 230.603566 26.53428 \r\n",
       "L 230.707985 26.50143 \r\n",
       "L 231.381348 26.358651 \r\n",
       "L 231.476369 26.331412 \r\n",
       "L 232.260757 26.182458 \r\n",
       "L 232.330966 26.154468 \r\n",
       "L 233.108975 26.01276 \r\n",
       "L 233.182505 26.003338 \r\n",
       "L 233.678307 25.870026 \r\n",
       "L 233.783482 25.832039 \r\n",
       "L 234.449597 25.676844 \r\n",
       "L 234.550721 25.626928 \r\n",
       "L 235.099154 25.454535 \r\n",
       "L 235.173327 25.430908 \r\n",
       "L 236.087865 25.300323 \r\n",
       "L 236.1869 25.269296 \r\n",
       "L 237.01174 25.090065 \r\n",
       "L 237.083043 25.054961 \r\n",
       "L 237.799412 24.925283 \r\n",
       "L 237.896785 24.90434 \r\n",
       "L 238.717901 24.776793 \r\n",
       "L 238.781215 24.758722 \r\n",
       "L 239.54566 24.630004 \r\n",
       "L 239.633975 24.611492 \r\n",
       "L 240.097579 24.487082 \r\n",
       "L 240.18617 24.467442 \r\n",
       "L 240.769646 24.348169 \r\n",
       "L 240.847932 24.329656 \r\n",
       "L 241.50066 24.19842 \r\n",
       "L 241.586433 24.162985 \r\n",
       "L 242.131658 24.04032 \r\n",
       "L 242.211052 23.995618 \r\n",
       "L 242.973685 23.875151 \r\n",
       "L 244.428039 23.5904 \r\n",
       "L 245.055703 23.466332 \r\n",
       "L 245.124012 23.44413 \r\n",
       "L 245.752733 23.325376 \r\n",
       "L 245.818236 23.290018 \r\n",
       "L 246.31624 23.169872 \r\n",
       "L 246.404491 23.118586 \r\n",
       "L 247.390044 22.942228 \r\n",
       "L 247.500793 22.925626 \r\n",
       "L 252.825625 21.953224 \r\n",
       "L 253.79657 21.831421 \r\n",
       "L 254.886769 21.668484 \r\n",
       "L 254.943011 21.655107 \r\n",
       "L 255.495899 21.539247 \r\n",
       "L 255.582691 21.506706 \r\n",
       "L 256.594855 21.37558 \r\n",
       "L 256.697199 21.366666 \r\n",
       "L 257.73113 21.230062 \r\n",
       "L 257.738428 21.220087 \r\n",
       "L 259.032358 21.09401 \r\n",
       "L 259.051282 21.085239 \r\n",
       "L 259.479782 20.97055 \r\n",
       "L 259.535622 20.954324 \r\n",
       "L 260.493053 20.832753 \r\n",
       "L 260.530674 20.814196 \r\n",
       "L 261.267589 20.690404 \r\n",
       "L 262.510687 20.489414 \r\n",
       "L 264.28551 20.208031 \r\n",
       "L 265.116163 20.089034 \r\n",
       "L 265.22374 20.081246 \r\n",
       "L 266.995216 19.880421 \r\n",
       "L 267.096906 19.863389 \r\n",
       "L 271.4652 19.280012 \r\n",
       "L 271.54394 19.252585 \r\n",
       "L 272.816556 19.133411 \r\n",
       "L 272.87149 19.125347 \r\n",
       "L 273.873839 19.010028 \r\n",
       "L 273.895607 19.002329 \r\n",
       "L 274.600462 18.883929 \r\n",
       "L 274.681165 18.848858 \r\n",
       "L 275.752792 18.7044 \r\n",
       "L 275.823857 18.687124 \r\n",
       "L 277.180723 18.567475 \r\n",
       "L 277.263741 18.534548 \r\n",
       "L 278.300465 18.412756 \r\n",
       "L 278.345031 18.405742 \r\n",
       "L 279.231247 18.286082 \r\n",
       "L 279.305256 18.269679 \r\n",
       "L 280.007545 18.142231 \r\n",
       "L 280.037667 18.131119 \r\n",
       "L 281.69243 18.006997 \r\n",
       "L 281.787879 17.987456 \r\n",
       "L 284.246142 17.75821 \r\n",
       "L 284.331525 17.734186 \r\n",
       "L 286.433561 17.562654 \r\n",
       "L 286.491036 17.555806 \r\n",
       "L 287.398415 17.435074 \r\n",
       "L 287.500482 17.428325 \r\n",
       "L 288.350713 17.311416 \r\n",
       "L 289.54152 17.170989 \r\n",
       "L 289.54152 17.166394 \r\n",
       "L 290.723242 17.051197 \r\n",
       "L 293.072015 16.850173 \r\n",
       "L 293.170558 16.827606 \r\n",
       "L 294.15021 16.708952 \r\n",
       "L 294.221576 16.694051 \r\n",
       "L 295.299369 16.566802 \r\n",
       "L 295.37529 16.559832 \r\n",
       "L 296.4213 16.46634 \r\n",
       "L 296.4213 16.46634 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#pc039b4aac9)\" d=\"M 118.308016 200.599361 \r\n",
       "L 131.0299 200.406099 \r\n",
       "L 134.341705 200.00078 \r\n",
       "L 140.963319 199.743162 \r\n",
       "L 143.051695 199.483911 \r\n",
       "L 143.987542 198.798739 \r\n",
       "L 144.202275 198.788242 \r\n",
       "L 144.210862 198.655519 \r\n",
       "L 144.575184 198.590304 \r\n",
       "L 145.459411 198.568134 \r\n",
       "L 145.715634 198.154572 \r\n",
       "L 147.824689 197.90438 \r\n",
       "L 147.97604 197.581573 \r\n",
       "L 148.366476 197.533529 \r\n",
       "L 148.368796 196.257887 \r\n",
       "L 148.805215 196.252612 \r\n",
       "L 149.923169 196.106161 \r\n",
       "L 151.037437 195.98649 \r\n",
       "L 152.938487 195.928403 \r\n",
       "L 153.285058 194.880111 \r\n",
       "L 153.964932 194.798362 \r\n",
       "L 154.271007 194.330898 \r\n",
       "L 154.957394 194.206516 \r\n",
       "L 155.254429 193.503037 \r\n",
       "L 155.369529 193.275421 \r\n",
       "L 155.77538 192.890006 \r\n",
       "L 156.734726 192.838446 \r\n",
       "L 156.923011 192.423824 \r\n",
       "L 158.793352 192.259455 \r\n",
       "L 158.828467 192.234631 \r\n",
       "L 158.980882 189.39377 \r\n",
       "L 159.506507 189.323644 \r\n",
       "L 159.731677 188.700327 \r\n",
       "L 159.989758 188.687283 \r\n",
       "L 160.215923 188.365633 \r\n",
       "L 160.455792 186.474684 \r\n",
       "L 160.891325 186.453858 \r\n",
       "L 161.038898 185.982926 \r\n",
       "L 161.486382 185.864764 \r\n",
       "L 161.7887 185.588006 \r\n",
       "L 162.483742 185.431707 \r\n",
       "L 163.539344 185.289788 \r\n",
       "L 163.75268 185.241649 \r\n",
       "L 163.926652 181.741101 \r\n",
       "L 164.406315 181.600271 \r\n",
       "L 164.512757 181.563351 \r\n",
       "L 164.561572 181.508729 \r\n",
       "L 164.980923 181.449723 \r\n",
       "L 165.11234 179.954963 \r\n",
       "L 165.2918 179.909596 \r\n",
       "L 165.382582 158.972424 \r\n",
       "L 165.755675 158.890508 \r\n",
       "L 165.862839 150.819112 \r\n",
       "L 165.931355 150.800463 \r\n",
       "L 166.023499 150.144513 \r\n",
       "L 166.54474 150.00559 \r\n",
       "L 166.657776 149.888677 \r\n",
       "L 166.78325 149.036438 \r\n",
       "L 167.012275 148.93198 \r\n",
       "L 167.142975 147.529304 \r\n",
       "L 167.711312 147.2563 \r\n",
       "L 167.770404 147.191959 \r\n",
       "L 167.88284 146.542063 \r\n",
       "L 168.030907 145.515439 \r\n",
       "L 168.110928 145.486708 \r\n",
       "L 168.211735 145.244765 \r\n",
       "L 168.954221 145.031862 \r\n",
       "L 169.158474 144.778655 \r\n",
       "L 169.654683 144.556862 \r\n",
       "L 169.779933 144.213251 \r\n",
       "L 170.072047 144.121815 \r\n",
       "L 170.255261 143.822599 \r\n",
       "L 170.374414 143.745868 \r\n",
       "L 170.377244 138.311924 \r\n",
       "L 170.547307 138.282783 \r\n",
       "L 170.60471 138.014679 \r\n",
       "L 170.99627 137.863723 \r\n",
       "L 171.066526 137.576071 \r\n",
       "L 171.199399 136.898159 \r\n",
       "L 171.393125 136.807533 \r\n",
       "L 171.529501 136.777723 \r\n",
       "L 171.549867 136.601408 \r\n",
       "L 171.902866 135.917467 \r\n",
       "L 172.166972 135.825779 \r\n",
       "L 172.407705 135.6195 \r\n",
       "L 172.975962 135.35637 \r\n",
       "L 173.210906 135.135362 \r\n",
       "L 173.336933 135.118043 \r\n",
       "L 173.357018 134.997275 \r\n",
       "L 173.490436 87.689966 \r\n",
       "L 173.565259 87.517126 \r\n",
       "L 173.814983 85.509708 \r\n",
       "L 174.028335 85.368176 \r\n",
       "L 174.286108 85.200695 \r\n",
       "L 174.386803 85.051747 \r\n",
       "L 175.139418 83.918525 \r\n",
       "L 175.26421 83.646893 \r\n",
       "L 175.28872 83.634196 \r\n",
       "L 175.482218 83.226122 \r\n",
       "L 175.514183 83.151063 \r\n",
       "L 175.612432 82.425929 \r\n",
       "L 175.756635 82.37812 \r\n",
       "L 175.877561 81.796417 \r\n",
       "L 175.911917 81.76666 \r\n",
       "L 176.140221 63.324408 \r\n",
       "L 176.785119 62.526673 \r\n",
       "L 176.864639 62.286343 \r\n",
       "L 176.937367 62.24735 \r\n",
       "L 177.081848 61.885522 \r\n",
       "L 177.703896 61.471763 \r\n",
       "L 177.999058 61.126753 \r\n",
       "L 178.17992 60.80055 \r\n",
       "L 178.257486 60.749557 \r\n",
       "L 178.327536 60.132703 \r\n",
       "L 178.510301 59.994208 \r\n",
       "L 178.677457 59.92514 \r\n",
       "L 178.81849 59.432801 \r\n",
       "L 178.89825 59.372545 \r\n",
       "L 179.111236 56.793421 \r\n",
       "L 179.196432 56.68787 \r\n",
       "L 179.356171 56.300131 \r\n",
       "L 179.715338 56.076745 \r\n",
       "L 180.075647 55.807062 \r\n",
       "L 180.172773 55.741138 \r\n",
       "L 180.349644 55.658252 \r\n",
       "L 180.450668 55.399076 \r\n",
       "L 180.794852 55.177897 \r\n",
       "L 180.841331 54.009685 \r\n",
       "L 181.032893 53.878382 \r\n",
       "L 181.281184 53.639631 \r\n",
       "L 181.685887 53.359528 \r\n",
       "L 181.817571 53.127209 \r\n",
       "L 182.101228 52.920214 \r\n",
       "L 182.175716 52.880261 \r\n",
       "L 182.308452 52.64535 \r\n",
       "L 182.453669 52.442527 \r\n",
       "L 182.622708 52.326196 \r\n",
       "L 182.750884 51.747241 \r\n",
       "L 183.156174 51.475619 \r\n",
       "L 183.303238 51.091279 \r\n",
       "L 183.321318 51.06316 \r\n",
       "L 183.431281 50.560021 \r\n",
       "L 183.502351 50.530688 \r\n",
       "L 183.652618 50.282771 \r\n",
       "L 183.685062 50.244729 \r\n",
       "L 183.832692 49.841514 \r\n",
       "L 184.148223 49.598742 \r\n",
       "L 184.311066 49.481926 \r\n",
       "L 184.612065 49.34389 \r\n",
       "L 184.723989 49.222077 \r\n",
       "L 184.969792 49.029864 \r\n",
       "L 185.866562 48.407327 \r\n",
       "L 186.045868 48.276997 \r\n",
       "L 186.427051 47.939929 \r\n",
       "L 186.636248 47.796738 \r\n",
       "L 186.703461 47.648299 \r\n",
       "L 186.869714 47.487168 \r\n",
       "L 186.987197 47.319853 \r\n",
       "L 187.185606 47.209962 \r\n",
       "L 187.308313 47.044893 \r\n",
       "L 187.702693 46.924215 \r\n",
       "L 187.773748 46.776223 \r\n",
       "L 188.054958 46.719136 \r\n",
       "L 188.152937 46.562096 \r\n",
       "L 188.252392 46.483698 \r\n",
       "L 188.459571 46.009732 \r\n",
       "L 188.725275 45.935091 \r\n",
       "L 188.799972 45.359144 \r\n",
       "L 189.005264 45.219371 \r\n",
       "L 189.673533 44.645079 \r\n",
       "L 189.805997 44.301122 \r\n",
       "L 190.086504 44.17199 \r\n",
       "L 190.189558 44.085064 \r\n",
       "L 190.532607 43.945691 \r\n",
       "L 190.79066 43.748916 \r\n",
       "L 191.003481 43.581486 \r\n",
       "L 191.153892 43.477576 \r\n",
       "L 192.83802 42.702232 \r\n",
       "L 193.263696 42.359311 \r\n",
       "L 193.636083 41.991854 \r\n",
       "L 194.260452 41.515874 \r\n",
       "L 194.336215 41.077081 \r\n",
       "L 194.84651 40.825129 \r\n",
       "L 195.175614 40.523305 \r\n",
       "L 195.530313 40.317239 \r\n",
       "L 195.744501 40.150735 \r\n",
       "L 196.240506 39.913593 \r\n",
       "L 196.544637 39.821634 \r\n",
       "L 196.849625 39.674288 \r\n",
       "L 197.238395 39.45621 \r\n",
       "L 197.401955 39.195528 \r\n",
       "L 199.497249 38.112515 \r\n",
       "L 199.629306 37.992376 \r\n",
       "L 199.973933 37.851711 \r\n",
       "L 202.930199 36.408984 \r\n",
       "L 204.045115 36.041449 \r\n",
       "L 205.328595 35.515609 \r\n",
       "L 205.440151 35.441958 \r\n",
       "L 206.183235 35.160485 \r\n",
       "L 206.551402 35.01531 \r\n",
       "L 206.822486 34.908144 \r\n",
       "L 206.976762 34.776913 \r\n",
       "L 210.506602 33.278783 \r\n",
       "L 210.657205 33.206349 \r\n",
       "L 211.035742 33.046739 \r\n",
       "L 211.160419 33.003415 \r\n",
       "L 211.932328 32.716013 \r\n",
       "L 212.050948 32.686852 \r\n",
       "L 212.660373 32.2964 \r\n",
       "L 213.040983 32.176063 \r\n",
       "L 213.129283 31.951084 \r\n",
       "L 213.788412 31.723849 \r\n",
       "L 214.164524 31.596538 \r\n",
       "L 214.71044 31.423725 \r\n",
       "L 214.989615 31.302695 \r\n",
       "L 215.82213 31.047934 \r\n",
       "L 216.059084 30.893924 \r\n",
       "L 216.192329 30.819222 \r\n",
       "L 216.959651 30.529385 \r\n",
       "L 217.048401 30.495136 \r\n",
       "L 217.920028 30.251865 \r\n",
       "L 218.054177 30.203236 \r\n",
       "L 219.011301 29.848445 \r\n",
       "L 219.34225 29.723969 \r\n",
       "L 220.094248 29.51511 \r\n",
       "L 220.234095 29.486045 \r\n",
       "L 221.861143 28.977728 \r\n",
       "L 222.268564 28.830764 \r\n",
       "L 222.364491 28.81183 \r\n",
       "L 222.856728 28.628529 \r\n",
       "L 222.967787 28.570829 \r\n",
       "L 223.239665 28.428092 \r\n",
       "L 223.378422 28.368935 \r\n",
       "L 224.109627 28.227146 \r\n",
       "L 224.203606 28.19812 \r\n",
       "L 225.1981 27.862193 \r\n",
       "L 226.167182 27.627538 \r\n",
       "L 226.354753 27.579065 \r\n",
       "L 226.626025 27.442246 \r\n",
       "L 227.107126 27.320382 \r\n",
       "L 227.294824 27.269614 \r\n",
       "L 228.220043 27.092622 \r\n",
       "L 228.566449 26.967184 \r\n",
       "L 233.108977 26.011359 \r\n",
       "L 233.783488 25.832209 \r\n",
       "L 235.173323 25.431031 \r\n",
       "L 236.699241 25.141549 \r\n",
       "L 239.850968 24.523727 \r\n",
       "L 239.908219 24.49903 \r\n",
       "L 240.644514 24.360246 \r\n",
       "L 240.966682 24.297739 \r\n",
       "L 241.922587 24.10183 \r\n",
       "L 242.824806 23.915613 \r\n",
       "L 244.190197 23.623533 \r\n",
       "L 244.680625 23.549265 \r\n",
       "L 245.642491 23.357836 \r\n",
       "L 250.49641 22.304939 \r\n",
       "L 252.749575 21.967072 \r\n",
       "L 266.527795 19.95129 \r\n",
       "L 269.026363 19.612521 \r\n",
       "L 270.323773 19.416056 \r\n",
       "L 278.618048 18.366151 \r\n",
       "L 278.849921 18.314064 \r\n",
       "L 281.692763 17.998931 \r\n",
       "L 281.808794 17.982384 \r\n",
       "L 282.638247 17.883047 \r\n",
       "L 284.331529 17.733903 \r\n",
       "L 285.603538 17.623202 \r\n",
       "L 287.35809 17.439293 \r\n",
       "L 291.342489 16.973881 \r\n",
       "L 293.278595 16.821773 \r\n",
       "L 293.847439 16.744269 \r\n",
       "L 296.421307 16.465909 \r\n",
       "L 296.421307 16.465909 \r\n",
       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 30.103125 211.05 \r\n",
       "L 30.103125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 309.103125 211.05 \r\n",
       "L 309.103125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 30.103125 211.05 \r\n",
       "L 309.103125 211.05 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 30.103125 7.2 \r\n",
       "L 309.103125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pc039b4aac9\">\r\n",
       "   <rect height=\"203.85\" width=\"279\" x=\"30.103125\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x270 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "alg_ip = op.algorithms.InvasionPercolation(network=net, phase=water)\n",
    "alg_ip.set_inlets(pores=net.pores('left'))\n",
    "alg_ip.run()\n",
    "ip_data = alg_ip.get_intrusion_data()\n",
    "mip_data = alg1.get_intrusion_data()\n",
    "fig, ax = plt.subplots(figsize=[4*1.25, 3*1.25])\n",
    "ax.plot(ip_data.Pcap, ip_data.S_tot);\n",
    "ax.plot(mip_data.Pcap, mip_data.S_tot);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Like invasion percolation, it is possible to apply trapping"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"305.318344pt\" version=\"1.1\" viewBox=\"0 0 305.925 305.318344\" width=\"305.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:13:12.184777</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 305.318344 \r\n",
       "L 305.925 305.318344 \r\n",
       "L 305.925 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 298.725 281.440219 \r\n",
       "L 298.725 9.640219 \r\n",
       "L 26.925 9.640219 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#pc070a19e77)\">\r\n",
       "    <image height=\"100\" id=\"imagec6d0ff0ab5\" style=\"image-rendering:crisp-edges;image-rendering:pixelated\" transform=\"matrix(2.72 0 0 2.72 26.925 9.440219)\" width=\"100\" xlink:href=\"data:image/png;base64,\r\n",
       "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\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mcf68cb76a6\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.284\" xlink:href=\"#mcf68cb76a6\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(25.10275 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"82.644\" xlink:href=\"#mcf68cb76a6\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(76.2815 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"137.004\" xlink:href=\"#mcf68cb76a6\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <g transform=\"translate(130.6415 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"191.364\" xlink:href=\"#mcf68cb76a6\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <g transform=\"translate(185.0015 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2113 2584 \r\n",
       "Q 1688 2584 1439 2293 \r\n",
       "Q 1191 2003 1191 1497 \r\n",
       "Q 1191 994 1439 701 \r\n",
       "Q 1688 409 2113 409 \r\n",
       "Q 2538 409 2786 701 \r\n",
       "Q 3034 994 3034 1497 \r\n",
       "Q 3034 2003 2786 2293 \r\n",
       "Q 2538 2584 2113 2584 \r\n",
       "z\r\n",
       "M 3366 4563 \r\n",
       "L 3366 3988 \r\n",
       "Q 3128 4100 2886 4159 \r\n",
       "Q 2644 4219 2406 4219 \r\n",
       "Q 1781 4219 1451 3797 \r\n",
       "Q 1122 3375 1075 2522 \r\n",
       "Q 1259 2794 1537 2939 \r\n",
       "Q 1816 3084 2150 3084 \r\n",
       "Q 2853 3084 3261 2657 \r\n",
       "Q 3669 2231 3669 1497 \r\n",
       "Q 3669 778 3244 343 \r\n",
       "Q 2819 -91 2113 -91 \r\n",
       "Q 1303 -91 875 529 \r\n",
       "Q 447 1150 447 2328 \r\n",
       "Q 447 3434 972 4092 \r\n",
       "Q 1497 4750 2381 4750 \r\n",
       "Q 2619 4750 2861 4703 \r\n",
       "Q 3103 4656 3366 4563 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"245.724\" xlink:href=\"#mcf68cb76a6\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 80 -->\r\n",
       "      <g transform=\"translate(239.3615 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 2216 \r\n",
       "Q 1584 2216 1326 1975 \r\n",
       "Q 1069 1734 1069 1313 \r\n",
       "Q 1069 891 1326 650 \r\n",
       "Q 1584 409 2034 409 \r\n",
       "Q 2484 409 2743 651 \r\n",
       "Q 3003 894 3003 1313 \r\n",
       "Q 3003 1734 2745 1975 \r\n",
       "Q 2488 2216 2034 2216 \r\n",
       "z\r\n",
       "M 1403 2484 \r\n",
       "Q 997 2584 770 2862 \r\n",
       "Q 544 3141 544 3541 \r\n",
       "Q 544 4100 942 4425 \r\n",
       "Q 1341 4750 2034 4750 \r\n",
       "Q 2731 4750 3128 4425 \r\n",
       "Q 3525 4100 3525 3541 \r\n",
       "Q 3525 3141 3298 2862 \r\n",
       "Q 3072 2584 2669 2484 \r\n",
       "Q 3125 2378 3379 2068 \r\n",
       "Q 3634 1759 3634 1313 \r\n",
       "Q 3634 634 3220 271 \r\n",
       "Q 2806 -91 2034 -91 \r\n",
       "Q 1263 -91 848 271 \r\n",
       "Q 434 634 434 1313 \r\n",
       "Q 434 1759 690 2068 \r\n",
       "Q 947 2378 1403 2484 \r\n",
       "z\r\n",
       "M 1172 3481 \r\n",
       "Q 1172 3119 1398 2916 \r\n",
       "Q 1625 2713 2034 2713 \r\n",
       "Q 2441 2713 2670 2916 \r\n",
       "Q 2900 3119 2900 3481 \r\n",
       "Q 2900 3844 2670 4047 \r\n",
       "Q 2441 4250 2034 4250 \r\n",
       "Q 1625 4250 1398 4047 \r\n",
       "Q 1172 3844 1172 3481 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"ma77c1fda3b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#ma77c1fda3b\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(13.5625 14.798438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#ma77c1fda3b\" y=\"65.359219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(7.2 69.158438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#ma77c1fda3b\" y=\"119.719219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <g transform=\"translate(7.2 123.518438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#ma77c1fda3b\" y=\"174.079219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <g transform=\"translate(7.2 177.878437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#ma77c1fda3b\" y=\"228.439219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 80 -->\r\n",
       "      <g transform=\"translate(7.2 232.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 26.925 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 298.725 281.440219 \r\n",
       "L 298.725 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 298.725 281.440219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 26.925 9.640219 \r\n",
       "L 298.725 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pc070a19e77\">\r\n",
       "   <rect height=\"271.8\" width=\"271.8\" x=\"26.925\" y=\"9.640219\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "alg2 = run_mp(phase=water, trapping=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"285.0395pt\" version=\"1.1\" viewBox=\"0 0 338.969343 285.0395\" width=\"338.969343pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:13:19.585258</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 285.0395 \r\n",
       "L 338.969343 285.0395 \r\n",
       "L 338.969343 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 43.78125 247.48325 \r\n",
       "L 322.78125 247.48325 \r\n",
       "L 322.78125 43.63325 \r\n",
       "L 43.78125 43.63325 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m2ee6372655\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"86.521738\" xlink:href=\"#m2ee6372655\" y=\"247.48325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(70.615488 262.081687)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 794 531 \r\n",
       "L 1825 531 \r\n",
       "L 1825 4091 \r\n",
       "L 703 3866 \r\n",
       "L 703 4441 \r\n",
       "L 1819 4666 \r\n",
       "L 2450 4666 \r\n",
       "L 2450 531 \r\n",
       "L 3481 531 \r\n",
       "L 3481 0 \r\n",
       "L 794 0 \r\n",
       "L 794 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\r\n",
       "        <path d=\"M 691 4666 \r\n",
       "L 3169 4666 \r\n",
       "L 3169 4134 \r\n",
       "L 1269 4134 \r\n",
       "L 1269 2991 \r\n",
       "Q 1406 3038 1543 3061 \r\n",
       "Q 1681 3084 1819 3084 \r\n",
       "Q 2600 3084 3056 2656 \r\n",
       "Q 3513 2228 3513 1497 \r\n",
       "Q 3513 744 3044 326 \r\n",
       "Q 2575 -91 1722 -91 \r\n",
       "Q 1428 -91 1123 -41 \r\n",
       "Q 819 9 494 109 \r\n",
       "L 494 744 \r\n",
       "Q 775 591 1075 516 \r\n",
       "Q 1375 441 1709 441 \r\n",
       "Q 2250 441 2565 725 \r\n",
       "Q 2881 1009 2881 1497 \r\n",
       "Q 2881 1984 2565 2268 \r\n",
       "Q 2250 2553 1709 2553 \r\n",
       "Q 1456 2553 1204 2497 \r\n",
       "Q 953 2441 691 2322 \r\n",
       "L 691 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"132.390009\" xlink:href=\"#m2ee6372655\" y=\"247.48325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(116.483759 262.081687)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"178.25828\" xlink:href=\"#m2ee6372655\" y=\"247.48325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(162.35203 262.081687)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"224.126551\" xlink:href=\"#m2ee6372655\" y=\"247.48325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 30000 -->\r\n",
       "      <g transform=\"translate(208.220301 262.081687)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2597 2516 \r\n",
       "Q 3050 2419 3304 2112 \r\n",
       "Q 3559 1806 3559 1356 \r\n",
       "Q 3559 666 3084 287 \r\n",
       "Q 2609 -91 1734 -91 \r\n",
       "Q 1441 -91 1130 -33 \r\n",
       "Q 819 25 488 141 \r\n",
       "L 488 750 \r\n",
       "Q 750 597 1062 519 \r\n",
       "Q 1375 441 1716 441 \r\n",
       "Q 2309 441 2620 675 \r\n",
       "Q 2931 909 2931 1356 \r\n",
       "Q 2931 1769 2642 2001 \r\n",
       "Q 2353 2234 1838 2234 \r\n",
       "L 1294 2234 \r\n",
       "L 1294 2753 \r\n",
       "L 1863 2753 \r\n",
       "Q 2328 2753 2575 2939 \r\n",
       "Q 2822 3125 2822 3475 \r\n",
       "Q 2822 3834 2567 4026 \r\n",
       "Q 2313 4219 1838 4219 \r\n",
       "Q 1578 4219 1281 4162 \r\n",
       "Q 984 4106 628 3988 \r\n",
       "L 628 4550 \r\n",
       "Q 988 4650 1302 4700 \r\n",
       "Q 1616 4750 1894 4750 \r\n",
       "Q 2613 4750 3031 4423 \r\n",
       "Q 3450 4097 3450 3541 \r\n",
       "Q 3450 3153 3228 2886 \r\n",
       "Q 3006 2619 2597 2516 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-33\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"269.994822\" xlink:href=\"#m2ee6372655\" y=\"247.48325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 35000 -->\r\n",
       "      <g transform=\"translate(254.088572 262.081687)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"315.863093\" xlink:href=\"#m2ee6372655\" y=\"247.48325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 40000 -->\r\n",
       "      <g transform=\"translate(299.956843 262.081687)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_7\">\r\n",
       "     <!-- Capillary pressure [Pa] -->\r\n",
       "     <g transform=\"translate(126.780469 275.759812)scale(0.1 -0.1)\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 4122 4306 \r\n",
       "L 4122 3641 \r\n",
       "Q 3803 3938 3442 4084 \r\n",
       "Q 3081 4231 2675 4231 \r\n",
       "Q 1875 4231 1450 3742 \r\n",
       "Q 1025 3253 1025 2328 \r\n",
       "Q 1025 1406 1450 917 \r\n",
       "Q 1875 428 2675 428 \r\n",
       "Q 3081 428 3442 575 \r\n",
       "Q 3803 722 4122 1019 \r\n",
       "L 4122 359 \r\n",
       "Q 3791 134 3420 21 \r\n",
       "Q 3050 -91 2638 -91 \r\n",
       "Q 1578 -91 968 557 \r\n",
       "Q 359 1206 359 2328 \r\n",
       "Q 359 3453 968 4101 \r\n",
       "Q 1578 4750 2638 4750 \r\n",
       "Q 3056 4750 3426 4639 \r\n",
       "Q 3797 4528 4122 4306 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-43\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 2194 1759 \r\n",
       "Q 1497 1759 1228 1600 \r\n",
       "Q 959 1441 959 1056 \r\n",
       "Q 959 750 1161 570 \r\n",
       "Q 1363 391 1709 391 \r\n",
       "Q 2188 391 2477 730 \r\n",
       "Q 2766 1069 2766 1631 \r\n",
       "L 2766 1759 \r\n",
       "L 2194 1759 \r\n",
       "z\r\n",
       "M 3341 1997 \r\n",
       "L 3341 0 \r\n",
       "L 2766 0 \r\n",
       "L 2766 531 \r\n",
       "Q 2569 213 2275 61 \r\n",
       "Q 1981 -91 1556 -91 \r\n",
       "Q 1019 -91 701 211 \r\n",
       "Q 384 513 384 1019 \r\n",
       "Q 384 1609 779 1909 \r\n",
       "Q 1175 2209 1959 2209 \r\n",
       "L 2766 2209 \r\n",
       "L 2766 2266 \r\n",
       "Q 2766 2663 2505 2880 \r\n",
       "Q 2244 3097 1772 3097 \r\n",
       "Q 1472 3097 1187 3025 \r\n",
       "Q 903 2953 641 2809 \r\n",
       "L 641 3341 \r\n",
       "Q 956 3463 1253 3523 \r\n",
       "Q 1550 3584 1831 3584 \r\n",
       "Q 2591 3584 2966 3190 \r\n",
       "Q 3341 2797 3341 1997 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-61\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 1159 525 \r\n",
       "L 1159 -1331 \r\n",
       "L 581 -1331 \r\n",
       "L 581 3500 \r\n",
       "L 1159 3500 \r\n",
       "L 1159 2969 \r\n",
       "Q 1341 3281 1617 3432 \r\n",
       "Q 1894 3584 2278 3584 \r\n",
       "Q 2916 3584 3314 3078 \r\n",
       "Q 3713 2572 3713 1747 \r\n",
       "Q 3713 922 3314 415 \r\n",
       "Q 2916 -91 2278 -91 \r\n",
       "Q 1894 -91 1617 61 \r\n",
       "Q 1341 213 1159 525 \r\n",
       "z\r\n",
       "M 3116 1747 \r\n",
       "Q 3116 2381 2855 2742 \r\n",
       "Q 2594 3103 2138 3103 \r\n",
       "Q 1681 3103 1420 2742 \r\n",
       "Q 1159 2381 1159 1747 \r\n",
       "Q 1159 1113 1420 752 \r\n",
       "Q 1681 391 2138 391 \r\n",
       "Q 2594 391 2855 752 \r\n",
       "Q 3116 1113 3116 1747 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-70\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 603 3500 \r\n",
       "L 1178 3500 \r\n",
       "L 1178 0 \r\n",
       "L 603 0 \r\n",
       "L 603 3500 \r\n",
       "z\r\n",
       "M 603 4863 \r\n",
       "L 1178 4863 \r\n",
       "L 1178 4134 \r\n",
       "L 603 4134 \r\n",
       "L 603 4863 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-69\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 603 4863 \r\n",
       "L 1178 4863 \r\n",
       "L 1178 0 \r\n",
       "L 603 0 \r\n",
       "L 603 4863 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-6c\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 2631 2963 \r\n",
       "Q 2534 3019 2420 3045 \r\n",
       "Q 2306 3072 2169 3072 \r\n",
       "Q 1681 3072 1420 2755 \r\n",
       "Q 1159 2438 1159 1844 \r\n",
       "L 1159 0 \r\n",
       "L 581 0 \r\n",
       "L 581 3500 \r\n",
       "L 1159 3500 \r\n",
       "L 1159 2956 \r\n",
       "Q 1341 3275 1631 3429 \r\n",
       "Q 1922 3584 2338 3584 \r\n",
       "Q 2397 3584 2469 3576 \r\n",
       "Q 2541 3569 2628 3553 \r\n",
       "L 2631 2963 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-72\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 2059 -325 \r\n",
       "Q 1816 -950 1584 -1140 \r\n",
       "Q 1353 -1331 966 -1331 \r\n",
       "L 506 -1331 \r\n",
       "L 506 -850 \r\n",
       "L 844 -850 \r\n",
       "Q 1081 -850 1212 -737 \r\n",
       "Q 1344 -625 1503 -206 \r\n",
       "L 1606 56 \r\n",
       "L 191 3500 \r\n",
       "L 800 3500 \r\n",
       "L 1894 763 \r\n",
       "L 2988 3500 \r\n",
       "L 3597 3500 \r\n",
       "L 2059 -325 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-79\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 3597 1894 \r\n",
       "L 3597 1613 \r\n",
       "L 953 1613 \r\n",
       "Q 991 1019 1311 708 \r\n",
       "Q 1631 397 2203 397 \r\n",
       "Q 2534 397 2845 478 \r\n",
       "Q 3156 559 3463 722 \r\n",
       "L 3463 178 \r\n",
       "Q 3153 47 2828 -22 \r\n",
       "Q 2503 -91 2169 -91 \r\n",
       "Q 1331 -91 842 396 \r\n",
       "Q 353 884 353 1716 \r\n",
       "Q 353 2575 817 3079 \r\n",
       "Q 1281 3584 2069 3584 \r\n",
       "Q 2775 3584 3186 3129 \r\n",
       "Q 3597 2675 3597 1894 \r\n",
       "z\r\n",
       "M 3022 2063 \r\n",
       "Q 3016 2534 2758 2815 \r\n",
       "Q 2500 3097 2075 3097 \r\n",
       "Q 1594 3097 1305 2825 \r\n",
       "Q 1016 2553 972 2059 \r\n",
       "L 3022 2063 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-65\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 2834 3397 \r\n",
       "L 2834 2853 \r\n",
       "Q 2591 2978 2328 3040 \r\n",
       "Q 2066 3103 1784 3103 \r\n",
       "Q 1356 3103 1142 2972 \r\n",
       "Q 928 2841 928 2578 \r\n",
       "Q 928 2378 1081 2264 \r\n",
       "Q 1234 2150 1697 2047 \r\n",
       "L 1894 2003 \r\n",
       "Q 2506 1872 2764 1633 \r\n",
       "Q 3022 1394 3022 966 \r\n",
       "Q 3022 478 2636 193 \r\n",
       "Q 2250 -91 1575 -91 \r\n",
       "Q 1294 -91 989 -36 \r\n",
       "Q 684 19 347 128 \r\n",
       "L 347 722 \r\n",
       "Q 666 556 975 473 \r\n",
       "Q 1284 391 1588 391 \r\n",
       "Q 1994 391 2212 530 \r\n",
       "Q 2431 669 2431 922 \r\n",
       "Q 2431 1156 2273 1281 \r\n",
       "Q 2116 1406 1581 1522 \r\n",
       "L 1381 1569 \r\n",
       "Q 847 1681 609 1914 \r\n",
       "Q 372 2147 372 2553 \r\n",
       "Q 372 3047 722 3315 \r\n",
       "Q 1072 3584 1716 3584 \r\n",
       "Q 2034 3584 2315 3537 \r\n",
       "Q 2597 3491 2834 3397 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-73\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 544 1381 \r\n",
       "L 544 3500 \r\n",
       "L 1119 3500 \r\n",
       "L 1119 1403 \r\n",
       "Q 1119 906 1312 657 \r\n",
       "Q 1506 409 1894 409 \r\n",
       "Q 2359 409 2629 706 \r\n",
       "Q 2900 1003 2900 1516 \r\n",
       "L 2900 3500 \r\n",
       "L 3475 3500 \r\n",
       "L 3475 0 \r\n",
       "L 2900 0 \r\n",
       "L 2900 538 \r\n",
       "Q 2691 219 2414 64 \r\n",
       "Q 2138 -91 1772 -91 \r\n",
       "Q 1169 -91 856 284 \r\n",
       "Q 544 659 544 1381 \r\n",
       "z\r\n",
       "M 1991 3584 \r\n",
       "L 1991 3584 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-75\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 550 4863 \r\n",
       "L 1875 4863 \r\n",
       "L 1875 4416 \r\n",
       "L 1125 4416 \r\n",
       "L 1125 -397 \r\n",
       "L 1875 -397 \r\n",
       "L 1875 -844 \r\n",
       "L 550 -844 \r\n",
       "L 550 4863 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-5b\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 1259 4147 \r\n",
       "L 1259 2394 \r\n",
       "L 2053 2394 \r\n",
       "Q 2494 2394 2734 2622 \r\n",
       "Q 2975 2850 2975 3272 \r\n",
       "Q 2975 3691 2734 3919 \r\n",
       "Q 2494 4147 2053 4147 \r\n",
       "L 1259 4147 \r\n",
       "z\r\n",
       "M 628 4666 \r\n",
       "L 2053 4666 \r\n",
       "Q 2838 4666 3239 4311 \r\n",
       "Q 3641 3956 3641 3272 \r\n",
       "Q 3641 2581 3239 2228 \r\n",
       "Q 2838 1875 2053 1875 \r\n",
       "L 1259 1875 \r\n",
       "L 1259 0 \r\n",
       "L 628 0 \r\n",
       "L 628 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 1947 4863 \r\n",
       "L 1947 -844 \r\n",
       "L 622 -844 \r\n",
       "L 622 -397 \r\n",
       "L 1369 -397 \r\n",
       "L 1369 4416 \r\n",
       "L 622 4416 \r\n",
       "L 622 4863 \r\n",
       "L 1947 4863 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-5d\" transform=\"scale(0.015625)\"/>\r\n",
       "      </defs>\r\n",
       "      <use xlink:href=\"#DejaVuSans-43\"/>\r\n",
       "      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "      <use x=\"131.103516\" xlink:href=\"#DejaVuSans-70\"/>\r\n",
       "      <use x=\"194.580078\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
       "      <use x=\"222.363281\" xlink:href=\"#DejaVuSans-6c\"/>\r\n",
       "      <use x=\"250.146484\" xlink:href=\"#DejaVuSans-6c\"/>\r\n",
       "      <use x=\"277.929688\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "      <use x=\"339.208984\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
       "      <use x=\"380.322266\" xlink:href=\"#DejaVuSans-79\"/>\r\n",
       "      <use x=\"439.501953\" xlink:href=\"#DejaVuSans-20\"/>\r\n",
       "      <use x=\"471.289062\" xlink:href=\"#DejaVuSans-70\"/>\r\n",
       "      <use x=\"534.765625\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
       "      <use x=\"573.628906\" xlink:href=\"#DejaVuSans-65\"/>\r\n",
       "      <use x=\"635.152344\" xlink:href=\"#DejaVuSans-73\"/>\r\n",
       "      <use x=\"687.251953\" xlink:href=\"#DejaVuSans-73\"/>\r\n",
       "      <use x=\"739.351562\" xlink:href=\"#DejaVuSans-75\"/>\r\n",
       "      <use x=\"802.730469\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
       "      <use x=\"841.59375\" xlink:href=\"#DejaVuSans-65\"/>\r\n",
       "      <use x=\"903.117188\" xlink:href=\"#DejaVuSans-20\"/>\r\n",
       "      <use x=\"934.904297\" xlink:href=\"#DejaVuSans-5b\"/>\r\n",
       "      <use x=\"973.917969\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      <use x=\"1029.720703\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "      <use x=\"1091\" xlink:href=\"#DejaVuSans-5d\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m262302fec9\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m262302fec9\" y=\"247.48325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 0.0 -->\r\n",
       "      <g transform=\"translate(20.878125 251.282469)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 684 794 \r\n",
       "L 1344 794 \r\n",
       "L 1344 0 \r\n",
       "L 684 0 \r\n",
       "L 684 794 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-2e\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m262302fec9\" y=\"206.71325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 0.2 -->\r\n",
       "      <g transform=\"translate(20.878125 210.512469)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m262302fec9\" y=\"165.94325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 0.4 -->\r\n",
       "      <g transform=\"translate(20.878125 169.742469)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m262302fec9\" y=\"125.17325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 0.6 -->\r\n",
       "      <g transform=\"translate(20.878125 128.972469)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2113 2584 \r\n",
       "Q 1688 2584 1439 2293 \r\n",
       "Q 1191 2003 1191 1497 \r\n",
       "Q 1191 994 1439 701 \r\n",
       "Q 1688 409 2113 409 \r\n",
       "Q 2538 409 2786 701 \r\n",
       "Q 3034 994 3034 1497 \r\n",
       "Q 3034 2003 2786 2293 \r\n",
       "Q 2538 2584 2113 2584 \r\n",
       "z\r\n",
       "M 3366 4563 \r\n",
       "L 3366 3988 \r\n",
       "Q 3128 4100 2886 4159 \r\n",
       "Q 2644 4219 2406 4219 \r\n",
       "Q 1781 4219 1451 3797 \r\n",
       "Q 1122 3375 1075 2522 \r\n",
       "Q 1259 2794 1537 2939 \r\n",
       "Q 1816 3084 2150 3084 \r\n",
       "Q 2853 3084 3261 2657 \r\n",
       "Q 3669 2231 3669 1497 \r\n",
       "Q 3669 778 3244 343 \r\n",
       "Q 2819 -91 2113 -91 \r\n",
       "Q 1303 -91 875 529 \r\n",
       "Q 447 1150 447 2328 \r\n",
       "Q 447 3434 972 4092 \r\n",
       "Q 1497 4750 2381 4750 \r\n",
       "Q 2619 4750 2861 4703 \r\n",
       "Q 3103 4656 3366 4563 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m262302fec9\" y=\"84.40325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.8 -->\r\n",
       "      <g transform=\"translate(20.878125 88.202469)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 2216 \r\n",
       "Q 1584 2216 1326 1975 \r\n",
       "Q 1069 1734 1069 1313 \r\n",
       "Q 1069 891 1326 650 \r\n",
       "Q 1584 409 2034 409 \r\n",
       "Q 2484 409 2743 651 \r\n",
       "Q 3003 894 3003 1313 \r\n",
       "Q 3003 1734 2745 1975 \r\n",
       "Q 2488 2216 2034 2216 \r\n",
       "z\r\n",
       "M 1403 2484 \r\n",
       "Q 997 2584 770 2862 \r\n",
       "Q 544 3141 544 3541 \r\n",
       "Q 544 4100 942 4425 \r\n",
       "Q 1341 4750 2034 4750 \r\n",
       "Q 2731 4750 3128 4425 \r\n",
       "Q 3525 4100 3525 3541 \r\n",
       "Q 3525 3141 3298 2862 \r\n",
       "Q 3072 2584 2669 2484 \r\n",
       "Q 3125 2378 3379 2068 \r\n",
       "Q 3634 1759 3634 1313 \r\n",
       "Q 3634 634 3220 271 \r\n",
       "Q 2806 -91 2034 -91 \r\n",
       "Q 1263 -91 848 271 \r\n",
       "Q 434 634 434 1313 \r\n",
       "Q 434 1759 690 2068 \r\n",
       "Q 947 2378 1403 2484 \r\n",
       "z\r\n",
       "M 1172 3481 \r\n",
       "Q 1172 3119 1398 2916 \r\n",
       "Q 1625 2713 2034 2713 \r\n",
       "Q 2441 2713 2670 2916 \r\n",
       "Q 2900 3119 2900 3481 \r\n",
       "Q 2900 3844 2670 4047 \r\n",
       "Q 2441 4250 2034 4250 \r\n",
       "Q 1625 4250 1398 4047 \r\n",
       "Q 1172 3844 1172 3481 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m262302fec9\" y=\"43.63325\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 1.0 -->\r\n",
       "      <g transform=\"translate(20.878125 47.432469)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_14\">\r\n",
       "     <!-- Saturation -->\r\n",
       "     <g transform=\"translate(14.798438 171.622312)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 3425 4513 \r\n",
       "L 3425 3897 \r\n",
       "Q 3066 4069 2747 4153 \r\n",
       "Q 2428 4238 2131 4238 \r\n",
       "Q 1616 4238 1336 4038 \r\n",
       "Q 1056 3838 1056 3469 \r\n",
       "Q 1056 3159 1242 3001 \r\n",
       "Q 1428 2844 1947 2747 \r\n",
       "L 2328 2669 \r\n",
       "Q 3034 2534 3370 2195 \r\n",
       "Q 3706 1856 3706 1288 \r\n",
       "Q 3706 609 3251 259 \r\n",
       "Q 2797 -91 1919 -91 \r\n",
       "Q 1588 -91 1214 -16 \r\n",
       "Q 841 59 441 206 \r\n",
       "L 441 856 \r\n",
       "Q 825 641 1194 531 \r\n",
       "Q 1563 422 1919 422 \r\n",
       "Q 2459 422 2753 634 \r\n",
       "Q 3047 847 3047 1241 \r\n",
       "Q 3047 1584 2836 1778 \r\n",
       "Q 2625 1972 2144 2069 \r\n",
       "L 1759 2144 \r\n",
       "Q 1053 2284 737 2584 \r\n",
       "Q 422 2884 422 3419 \r\n",
       "Q 422 4038 858 4394 \r\n",
       "Q 1294 4750 2059 4750 \r\n",
       "Q 2388 4750 2728 4690 \r\n",
       "Q 3069 4631 3425 4513 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 1172 4494 \r\n",
       "L 1172 3500 \r\n",
       "L 2356 3500 \r\n",
       "L 2356 3053 \r\n",
       "L 1172 3053 \r\n",
       "L 1172 1153 \r\n",
       "Q 1172 725 1289 603 \r\n",
       "Q 1406 481 1766 481 \r\n",
       "L 2356 481 \r\n",
       "L 2356 0 \r\n",
       "L 1766 0 \r\n",
       "Q 1100 0 847 248 \r\n",
       "Q 594 497 594 1153 \r\n",
       "L 594 3053 \r\n",
       "L 172 3053 \r\n",
       "L 172 3500 \r\n",
       "L 594 3500 \r\n",
       "L 594 4494 \r\n",
       "L 1172 4494 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-74\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 1959 3097 \r\n",
       "Q 1497 3097 1228 2736 \r\n",
       "Q 959 2375 959 1747 \r\n",
       "Q 959 1119 1226 758 \r\n",
       "Q 1494 397 1959 397 \r\n",
       "Q 2419 397 2687 759 \r\n",
       "Q 2956 1122 2956 1747 \r\n",
       "Q 2956 2369 2687 2733 \r\n",
       "Q 2419 3097 1959 3097 \r\n",
       "z\r\n",
       "M 1959 3584 \r\n",
       "Q 2709 3584 3137 3096 \r\n",
       "Q 3566 2609 3566 1747 \r\n",
       "Q 3566 888 3137 398 \r\n",
       "Q 2709 -91 1959 -91 \r\n",
       "Q 1206 -91 779 398 \r\n",
       "Q 353 888 353 1747 \r\n",
       "Q 353 2609 779 3096 \r\n",
       "Q 1206 3584 1959 3584 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-6f\" transform=\"scale(0.015625)\"/>\r\n",
       "       <path d=\"M 3513 2113 \r\n",
       "L 3513 0 \r\n",
       "L 2938 0 \r\n",
       "L 2938 2094 \r\n",
       "Q 2938 2591 2744 2837 \r\n",
       "Q 2550 3084 2163 3084 \r\n",
       "Q 1697 3084 1428 2787 \r\n",
       "Q 1159 2491 1159 1978 \r\n",
       "L 1159 0 \r\n",
       "L 581 0 \r\n",
       "L 581 3500 \r\n",
       "L 1159 3500 \r\n",
       "L 1159 2956 \r\n",
       "Q 1366 3272 1645 3428 \r\n",
       "Q 1925 3584 2291 3584 \r\n",
       "Q 2894 3584 3203 3211 \r\n",
       "Q 3513 2838 3513 2113 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-6e\" transform=\"scale(0.015625)\"/>\r\n",
       "      </defs>\r\n",
       "      <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "      <use x=\"124.755859\" xlink:href=\"#DejaVuSans-74\"/>\r\n",
       "      <use x=\"163.964844\" xlink:href=\"#DejaVuSans-75\"/>\r\n",
       "      <use x=\"227.34375\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
       "      <use x=\"268.457031\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "      <use x=\"329.736328\" xlink:href=\"#DejaVuSans-74\"/>\r\n",
       "      <use x=\"368.945312\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
       "      <use x=\"396.728516\" xlink:href=\"#DejaVuSans-6f\"/>\r\n",
       "      <use x=\"457.910156\" xlink:href=\"#DejaVuSans-6e\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_13\">\r\n",
       "    <path clip-path=\"url(#p510ff607ac)\" d=\"M 56.463068 246.187052 \r\n",
       "L 74.579248 246.031608 \r\n",
       "L 79.295315 245.68924 \r\n",
       "L 88.780807 245.484556 \r\n",
       "L 89.783987 245.299832 \r\n",
       "L 91.698489 245.269511 \r\n",
       "L 93.03115 244.677033 \r\n",
       "L 93.336935 244.677033 \r\n",
       "L 93.349162 244.563689 \r\n",
       "L 95.127118 244.520842 \r\n",
       "L 95.491983 244.159158 \r\n",
       "L 98.495314 243.967801 \r\n",
       "L 98.71084 243.706589 \r\n",
       "L 99.266827 243.669134 \r\n",
       "L 99.270131 242.584651 \r\n",
       "L 102.299684 242.479224 \r\n",
       "L 103.790588 242.367052 \r\n",
       "L 105.777449 242.367052 \r\n",
       "L 106.270972 241.469378 \r\n",
       "L 107.403311 241.275065 \r\n",
       "L 107.67498 241.024441 \r\n",
       "L 108.652408 240.928831 \r\n",
       "L 108.914819 240.379219 \r\n",
       "L 109.07539 240.351811 \r\n",
       "L 109.239295 240.161818 \r\n",
       "L 109.817233 239.849185 \r\n",
       "L 111.183358 239.828547 \r\n",
       "L 111.45148 239.49947 \r\n",
       "L 114.164882 239.386274 \r\n",
       "L 114.381923 236.990364 \r\n",
       "L 115.130422 236.931272 \r\n",
       "L 115.451068 236.401716 \r\n",
       "L 115.818579 236.39231 \r\n",
       "L 116.140642 236.128726 \r\n",
       "L 116.48222 234.521716 \r\n",
       "L 117.102426 234.512524 \r\n",
       "L 117.312572 234.125974 \r\n",
       "L 120.458526 233.625389 \r\n",
       "L 121.177045 233.571779 \r\n",
       "L 121.424784 230.602357 \r\n",
       "L 122.926084 230.425397 \r\n",
       "L 123.113224 229.160531 \r\n",
       "L 123.368778 229.135808 \r\n",
       "L 123.498053 211.690859 \r\n",
       "L 124.029343 211.64705 \r\n",
       "L 124.181947 205.012569 \r\n",
       "L 124.279515 205.00446 \r\n",
       "L 124.41073 204.459856 \r\n",
       "L 125.152986 204.346187 \r\n",
       "L 125.313952 204.249775 \r\n",
       "L 125.448559 203.555763 \r\n",
       "L 125.818763 203.489983 \r\n",
       "L 125.861695 202.330384 \r\n",
       "L 126.601611 202.179788 \r\n",
       "L 126.673261 202.156419 \r\n",
       "L 126.898352 202.094071 \r\n",
       "L 126.960826 201.592959 \r\n",
       "L 127.058464 201.585224 \r\n",
       "L 127.269312 200.757166 \r\n",
       "L 127.383264 200.74178 \r\n",
       "L 127.526815 200.527691 \r\n",
       "L 128.636307 200.359992 \r\n",
       "L 128.923625 200.21325 \r\n",
       "L 129.581598 200.110487 \r\n",
       "L 129.759956 199.826519 \r\n",
       "L 130.175931 199.764317 \r\n",
       "L 130.330351 199.531661 \r\n",
       "L 130.606507 199.495148 \r\n",
       "L 130.610536 195.039035 \r\n",
       "L 130.852709 195.014925 \r\n",
       "L 130.934453 194.791101 \r\n",
       "L 131.498835 194.711834 \r\n",
       "L 131.7813 193.942405 \r\n",
       "L 132.280372 193.751431 \r\n",
       "L 132.657671 193.359036 \r\n",
       "L 132.783049 193.196964 \r\n",
       "L 133.891074 192.919677 \r\n",
       "L 134.825184 192.682764 \r\n",
       "L 134.853785 192.586391 \r\n",
       "L 134.989887 153.991102 \r\n",
       "L 135.150324 153.791008 \r\n",
       "L 135.408442 152.139325 \r\n",
       "L 135.859167 152.021489 \r\n",
       "L 135.971747 151.97152 \r\n",
       "L 136.176825 151.938195 \r\n",
       "L 136.233974 151.833697 \r\n",
       "L 136.580347 151.696711 \r\n",
       "L 136.815776 151.562174 \r\n",
       "L 137.320154 151.309553 \r\n",
       "L 137.458074 150.870778 \r\n",
       "L 137.604562 150.838205 \r\n",
       "L 137.817674 150.553697 \r\n",
       "L 137.925625 150.514824 \r\n",
       "L 137.925988 149.938338 \r\n",
       "L 138.270881 149.893261 \r\n",
       "L 138.376722 149.584739 \r\n",
       "L 138.492006 149.437251 \r\n",
       "L 138.772708 134.314781 \r\n",
       "L 138.99383 134.243446 \r\n",
       "L 139.05926 134.10525 \r\n",
       "L 139.300396 133.97633 \r\n",
       "L 139.73546 133.798308 \r\n",
       "L 139.848698 133.599249 \r\n",
       "L 139.952264 133.575541 \r\n",
       "L 140.074808 133.436682 \r\n",
       "L 140.222022 133.291871 \r\n",
       "L 140.440057 133.248222 \r\n",
       "L 140.939206 133.128538 \r\n",
       "L 141.46413 132.859978 \r\n",
       "L 141.6769 132.66065 \r\n",
       "L 141.832135 132.5869 \r\n",
       "L 141.931889 132.08633 \r\n",
       "L 142.430181 131.972259 \r\n",
       "L 142.570419 131.608554 \r\n",
       "L 142.744594 131.5725 \r\n",
       "L 142.834478 131.424897 \r\n",
       "L 142.909032 131.406924 \r\n",
       "L 143.145151 129.503373 \r\n",
       "L 143.169211 129.442933 \r\n",
       "L 143.266463 129.27307 \r\n",
       "L 143.703196 129.095721 \r\n",
       "L 143.746618 129.056608 \r\n",
       "L 144.390692 128.913242 \r\n",
       "L 144.824973 128.759967 \r\n",
       "L 144.925768 128.683163 \r\n",
       "L 145.111106 128.623019 \r\n",
       "L 145.445388 128.530487 \r\n",
       "L 145.511575 127.546317 \r\n",
       "L 145.936562 127.416021 \r\n",
       "L 146.443547 127.285228 \r\n",
       "L 148.048286 126.640238 \r\n",
       "L 148.183274 126.239852 \r\n",
       "L 148.507959 126.118854 \r\n",
       "L 148.855205 125.995347 \r\n",
       "L 148.952965 125.949841 \r\n",
       "L 149.055223 125.552216 \r\n",
       "L 149.160336 125.530419 \r\n",
       "L 149.345034 125.243575 \r\n",
       "L 149.561096 125.18311 \r\n",
       "L 149.731614 124.91021 \r\n",
       "L 154.107094 123.662696 \r\n",
       "L 155.007989 123.430642 \r\n",
       "L 155.783904 123.301214 \r\n",
       "L 155.863242 123.206815 \r\n",
       "L 156.065052 123.160771 \r\n",
       "L 156.360078 122.831201 \r\n",
       "L 156.738446 122.796824 \r\n",
       "L 156.844815 122.320811 \r\n",
       "L 157.409985 122.203979 \r\n",
       "L 157.549149 122.107332 \r\n",
       "L 158.088782 121.998325 \r\n",
       "L 158.181545 121.833237 \r\n",
       "L 158.676858 121.70383 \r\n",
       "L 158.798065 121.653476 \r\n",
       "L 159.016137 121.615712 \r\n",
       "L 159.926053 121.468069 \r\n",
       "L 160.045799 121.409022 \r\n",
       "L 162.904144 120.926736 \r\n",
       "L 164.620632 120.491919 \r\n",
       "L 164.72852 120.171229 \r\n",
       "L 165.793409 119.985544 \r\n",
       "L 165.923838 119.955569 \r\n",
       "L 166.69069 119.791625 \r\n",
       "L 168.982841 119.437739 \r\n",
       "L 169.119741 119.297426 \r\n",
       "L 170.335089 119.080306 \r\n",
       "L 170.664688 119.052162 \r\n",
       "L 172.342345 118.812829 \r\n",
       "L 172.970182 118.730363 \r\n",
       "L 173.725869 118.582638 \r\n",
       "L 175.152839 118.326063 \r\n",
       "L 176.406937 118.168446 \r\n",
       "L 178.847366 117.955955 \r\n",
       "L 182.509183 117.586109 \r\n",
       "L 182.560036 117.485987 \r\n",
       "L 184.247989 117.343596 \r\n",
       "L 184.458643 117.313439 \r\n",
       "L 189.671812 116.747044 \r\n",
       "L 189.97199 116.683699 \r\n",
       "L 190.574742 116.550747 \r\n",
       "L 190.688853 116.535262 \r\n",
       "L 191.364429 116.464998 \r\n",
       "L 191.466378 116.301927 \r\n",
       "L 193.502641 116.144754 \r\n",
       "L 195.658679 115.969506 \r\n",
       "L 195.701476 115.952045 \r\n",
       "L 198.577422 115.75184 \r\n",
       "L 202.188184 115.516994 \r\n",
       "L 202.378006 115.4785 \r\n",
       "L 218.274379 114.468187 \r\n",
       "L 221.733216 114.321294 \r\n",
       "L 251.033625 113.297069 \r\n",
       "L 257.494059 113.14192 \r\n",
       "L 258.52756 113.115273 \r\n",
       "L 268.999574 112.88768 \r\n",
       "L 281.032687 112.659606 \r\n",
       "L 290.867901 112.502884 \r\n",
       "L 310.099432 112.246732 \r\n",
       "L 310.099432 112.246732 \r\n",
       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 -3 \r\n",
       "L -0.673542 -0.927051 \r\n",
       "L -2.85317 -0.927051 \r\n",
       "L -1.089814 0.354102 \r\n",
       "L -1.763356 2.427051 \r\n",
       "L -0 1.145898 \r\n",
       "L 1.763356 2.427051 \r\n",
       "L 1.089814 0.354102 \r\n",
       "L 2.85317 -0.927051 \r\n",
       "L 0.673542 -0.927051 \r\n",
       "z\r\n",
       "\" id=\"m409c2ee00b\" style=\"stroke:#ff0000;stroke-linejoin:bevel;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p510ff607ac)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"56.463068\" xlink:href=\"#m409c2ee00b\" y=\"246.187052\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"126.070795\" xlink:href=\"#m409c2ee00b\" y=\"202.30677\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"136.094471\" xlink:href=\"#m409c2ee00b\" y=\"151.958182\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"140.603964\" xlink:href=\"#m409c2ee00b\" y=\"133.202487\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"145.446506\" xlink:href=\"#m409c2ee00b\" y=\"127.696125\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"149.84048\" xlink:href=\"#m409c2ee00b\" y=\"124.888632\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"154.536644\" xlink:href=\"#m409c2ee00b\" y=\"123.564946\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"159.659684\" xlink:href=\"#m409c2ee00b\" y=\"121.510024\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"164.844411\" xlink:href=\"#m409c2ee00b\" y=\"120.149505\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"170.2927\" xlink:href=\"#m409c2ee00b\" y=\"119.088364\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"175.72921\" xlink:href=\"#m409c2ee00b\" y=\"118.269719\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"182.239689\" xlink:href=\"#m409c2ee00b\" y=\"117.613595\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"188.361358\" xlink:href=\"#m409c2ee00b\" y=\"116.895819\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"194.864193\" xlink:href=\"#m409c2ee00b\" y=\"116.045484\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"201.025661\" xlink:href=\"#m409c2ee00b\" y=\"115.573896\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"207.893144\" xlink:href=\"#m409c2ee00b\" y=\"115.070597\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"217.006402\" xlink:href=\"#m409c2ee00b\" y=\"114.515528\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"225.209131\" xlink:href=\"#m409c2ee00b\" y=\"114.16046\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"234.129657\" xlink:href=\"#m409c2ee00b\" y=\"113.815735\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"242.387363\" xlink:href=\"#m409c2ee00b\" y=\"113.522164\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"252.409012\" xlink:href=\"#m409c2ee00b\" y=\"113.254556\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"262.555941\" xlink:href=\"#m409c2ee00b\" y=\"113.0128\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"274.014035\" xlink:href=\"#m409c2ee00b\" y=\"112.793794\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"284.747287\" xlink:href=\"#m409c2ee00b\" y=\"112.598699\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"297.250681\" xlink:href=\"#m409c2ee00b\" y=\"112.421202\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"308.876533\" xlink:href=\"#m409c2ee00b\" y=\"112.260721\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_14\">\r\n",
       "    <path clip-path=\"url(#p510ff607ac)\" d=\"M 56.463068 247.475298 \r\n",
       "L 78.625517 247.341143 \r\n",
       "L 82.117042 247.296064 \r\n",
       "L 91.698489 247.165849 \r\n",
       "L 93.867963 246.917565 \r\n",
       "L 95.829371 246.797929 \r\n",
       "L 99.266827 246.620816 \r\n",
       "L 99.270131 246.3021 \r\n",
       "L 105.777449 246.157267 \r\n",
       "L 106.270972 245.901826 \r\n",
       "L 107.574392 245.774973 \r\n",
       "L 107.67498 245.742632 \r\n",
       "L 108.652408 245.701422 \r\n",
       "L 109.07539 245.504618 \r\n",
       "L 109.817233 245.332913 \r\n",
       "L 111.183358 245.296835 \r\n",
       "L 111.45148 245.169831 \r\n",
       "L 114.164882 245.074915 \r\n",
       "L 114.381923 244.345893 \r\n",
       "L 115.130422 244.327847 \r\n",
       "L 115.451068 244.171757 \r\n",
       "L 116.140642 244.076586 \r\n",
       "L 116.48222 243.603561 \r\n",
       "L 117.102426 243.589845 \r\n",
       "L 117.556757 243.442913 \r\n",
       "L 121.177045 243.197167 \r\n",
       "L 121.424784 242.316003 \r\n",
       "L 122.926084 242.172449 \r\n",
       "L 123.113224 241.793087 \r\n",
       "L 123.368778 241.767906 \r\n",
       "L 123.498053 236.182074 \r\n",
       "L 124.029343 236.135775 \r\n",
       "L 124.181947 233.891762 \r\n",
       "L 124.369252 233.756129 \r\n",
       "L 124.41073 233.702421 \r\n",
       "L 125.313952 233.631082 \r\n",
       "L 125.492629 233.395579 \r\n",
       "L 125.818763 233.338513 \r\n",
       "L 125.861695 232.986299 \r\n",
       "L 126.898352 232.820411 \r\n",
       "L 126.960826 232.626074 \r\n",
       "L 127.058464 232.614376 \r\n",
       "L 127.269312 232.313153 \r\n",
       "L 128.584128 232.124789 \r\n",
       "L 128.923625 232.030576 \r\n",
       "L 129.581598 231.905402 \r\n",
       "L 129.927517 231.804324 \r\n",
       "L 130.467243 231.668913 \r\n",
       "L 130.606507 231.628651 \r\n",
       "L 130.610536 230.107454 \r\n",
       "L 131.249858 229.980813 \r\n",
       "L 131.592086 229.839472 \r\n",
       "L 131.631062 229.668565 \r\n",
       "L 132.280372 229.513499 \r\n",
       "L 132.783049 229.315634 \r\n",
       "L 133.842098 229.149224 \r\n",
       "L 134.853785 228.914001 \r\n",
       "L 134.989887 215.562218 \r\n",
       "L 135.150324 215.481465 \r\n",
       "L 135.408442 214.935584 \r\n",
       "L 136.127437 214.801124 \r\n",
       "L 136.580347 214.644895 \r\n",
       "L 136.859397 214.52615 \r\n",
       "L 137.208362 214.405165 \r\n",
       "L 137.391953 214.280245 \r\n",
       "L 137.56966 214.170522 \r\n",
       "L 137.904612 213.985821 \r\n",
       "L 137.925625 213.955002 \r\n",
       "L 137.925988 213.773642 \r\n",
       "L 138.292288 213.635109 \r\n",
       "L 138.422965 213.55279 \r\n",
       "L 138.492006 213.509739 \r\n",
       "L 138.772708 208.360139 \r\n",
       "L 139.019289 208.210902 \r\n",
       "L 139.136785 208.189486 \r\n",
       "L 140.730583 207.606732 \r\n",
       "L 141.143416 207.474333 \r\n",
       "L 142.93484 206.597543 \r\n",
       "L 143.047891 205.961244 \r\n",
       "L 143.478552 205.78119 \r\n",
       "L 144.107416 205.599549 \r\n",
       "L 144.816042 205.386977 \r\n",
       "L 144.925768 205.315998 \r\n",
       "L 145.445388 205.169001 \r\n",
       "L 145.511575 204.868143 \r\n",
       "L 145.936562 204.735637 \r\n",
       "L 146.137933 204.659647 \r\n",
       "L 146.754766 204.427389 \r\n",
       "L 146.881839 204.368402 \r\n",
       "L 147.948413 203.956922 \r\n",
       "L 148.048286 203.922393 \r\n",
       "L 148.183274 203.759604 \r\n",
       "L 149.043119 203.392171 \r\n",
       "L 149.160336 203.253099 \r\n",
       "L 149.390686 203.143428 \r\n",
       "L 149.561096 203.089919 \r\n",
       "L 149.771324 202.930077 \r\n",
       "L 151.137903 202.5401 \r\n",
       "L 151.584277 202.392258 \r\n",
       "L 152.071552 202.231043 \r\n",
       "L 152.137952 202.186736 \r\n",
       "L 152.800257 202.022908 \r\n",
       "L 153.221447 201.827297 \r\n",
       "L 153.812822 201.632872 \r\n",
       "L 156.738446 200.735624 \r\n",
       "L 156.844815 200.578098 \r\n",
       "L 157.167983 200.461626 \r\n",
       "L 160.480977 199.381986 \r\n",
       "L 161.49599 199.18313 \r\n",
       "L 164.620632 198.179414 \r\n",
       "L 164.72852 198.017433 \r\n",
       "L 165.570619 197.789178 \r\n",
       "L 167.58247 197.178218 \r\n",
       "L 168.812906 196.956098 \r\n",
       "L 169.094186 196.817443 \r\n",
       "L 171.401837 196.239807 \r\n",
       "L 171.572551 196.205856 \r\n",
       "L 172.52535 195.947288 \r\n",
       "L 173.569006 195.709824 \r\n",
       "L 177.765875 194.79632 \r\n",
       "L 178.686874 194.646351 \r\n",
       "L 188.054702 192.613967 \r\n",
       "L 188.902593 192.453934 \r\n",
       "L 189.12326 192.386681 \r\n",
       "L 190.076496 192.226723 \r\n",
       "L 191.300306 191.939314 \r\n",
       "L 192.186354 191.736567 \r\n",
       "L 192.34895 191.684182 \r\n",
       "L 194.016128 191.367492 \r\n",
       "L 197.287271 190.675046 \r\n",
       "L 198.319129 190.499597 \r\n",
       "L 203.11839 189.656683 \r\n",
       "L 204.249859 189.440838 \r\n",
       "L 204.265703 189.415755 \r\n",
       "L 205.266202 189.230419 \r\n",
       "L 205.392965 189.190608 \r\n",
       "L 208.709432 188.623035 \r\n",
       "L 208.783123 188.598138 \r\n",
       "L 210.053062 188.444102 \r\n",
       "L 210.05636 188.43554 \r\n",
       "L 211.004089 188.306998 \r\n",
       "L 211.222152 188.268854 \r\n",
       "L 213.53275 187.941449 \r\n",
       "L 214.846351 187.781245 \r\n",
       "L 217.281007 187.521337 \r\n",
       "L 219.941594 187.212563 \r\n",
       "L 221.482559 187.009267 \r\n",
       "L 241.217247 184.487739 \r\n",
       "L 241.560074 184.457921 \r\n",
       "L 243.527603 184.224633 \r\n",
       "L 244.203877 184.106854 \r\n",
       "L 245.697134 183.972238 \r\n",
       "L 254.156619 183.211146 \r\n",
       "L 254.317273 183.182386 \r\n",
       "L 258.659172 182.81708 \r\n",
       "L 261.404971 182.530151 \r\n",
       "L 263.012214 182.377321 \r\n",
       "L 263.227585 182.35043 \r\n",
       "L 266.255896 182.089265 \r\n",
       "L 266.256714 182.082657 \r\n",
       "L 268.390994 181.942744 \r\n",
       "L 268.738913 181.908488 \r\n",
       "L 270.87872 181.751774 \r\n",
       "L 271.166449 181.701717 \r\n",
       "L 273.130239 181.53319 \r\n",
       "L 297.697522 179.739077 \r\n",
       "L 299.035176 179.615845 \r\n",
       "L 299.035523 179.610966 \r\n",
       "L 301.893776 179.414235 \r\n",
       "L 310.099432 178.869768 \r\n",
       "L 310.099432 178.869768 \r\n",
       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 -3 \r\n",
       "L -0.673542 -0.927051 \r\n",
       "L -2.85317 -0.927051 \r\n",
       "L -1.089814 0.354102 \r\n",
       "L -1.763356 2.427051 \r\n",
       "L -0 1.145898 \r\n",
       "L 1.763356 2.427051 \r\n",
       "L 1.089814 0.354102 \r\n",
       "L 2.85317 -0.927051 \r\n",
       "L 0.673542 -0.927051 \r\n",
       "z\r\n",
       "\" id=\"m266c7c67e8\" style=\"stroke:#0000ff;stroke-linejoin:bevel;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p510ff607ac)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"56.463068\" xlink:href=\"#m266c7c67e8\" y=\"247.475298\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"126.070795\" xlink:href=\"#m266c7c67e8\" y=\"232.963195\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"136.094471\" xlink:href=\"#m266c7c67e8\" y=\"214.808285\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"140.603964\" xlink:href=\"#m266c7c67e8\" y=\"207.654281\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"145.446506\" xlink:href=\"#m266c7c67e8\" y=\"204.915696\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"149.84048\" xlink:href=\"#m266c7c67e8\" y=\"202.913848\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"154.536644\" xlink:href=\"#m266c7c67e8\" y=\"201.373355\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"159.659684\" xlink:href=\"#m266c7c67e8\" y=\"199.631656\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"164.844411\" xlink:href=\"#m266c7c67e8\" y=\"197.97559\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"170.2927\" xlink:href=\"#m266c7c67e8\" y=\"196.535745\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"175.72921\" xlink:href=\"#m266c7c67e8\" y=\"195.159818\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"182.239689\" xlink:href=\"#m266c7c67e8\" y=\"193.882134\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"188.361358\" xlink:href=\"#m266c7c67e8\" y=\"192.582979\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"194.864193\" xlink:href=\"#m266c7c67e8\" y=\"191.242105\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"201.025661\" xlink:href=\"#m266c7c67e8\" y=\"189.96639\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"207.893144\" xlink:href=\"#m266c7c67e8\" y=\"188.771397\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"217.006402\" xlink:href=\"#m266c7c67e8\" y=\"187.555995\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"225.209131\" xlink:href=\"#m266c7c67e8\" y=\"186.474142\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"234.129657\" xlink:href=\"#m266c7c67e8\" y=\"185.3898\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"242.387363\" xlink:href=\"#m266c7c67e8\" y=\"184.370089\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"252.409012\" xlink:href=\"#m266c7c67e8\" y=\"183.360711\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"262.555941\" xlink:href=\"#m266c7c67e8\" y=\"182.409886\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"274.014035\" xlink:href=\"#m266c7c67e8\" y=\"181.493518\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"284.747287\" xlink:href=\"#m266c7c67e8\" y=\"180.608057\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"297.250681\" xlink:href=\"#m266c7c67e8\" y=\"179.759766\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"308.876533\" xlink:href=\"#m266c7c67e8\" y=\"178.94121\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_15\">\r\n",
       "    <path clip-path=\"url(#p510ff607ac)\" d=\"M 56.463068 246.1791 \r\n",
       "L 74.579248 245.966512 \r\n",
       "L 79.295315 245.520664 \r\n",
       "L 88.397186 245.293377 \r\n",
       "L 89.783987 245.005131 \r\n",
       "L 91.698489 244.95211 \r\n",
       "L 93.03115 244.198424 \r\n",
       "L 93.336935 244.186878 \r\n",
       "L 93.349162 244.040883 \r\n",
       "L 93.867963 243.969147 \r\n",
       "L 95.127118 243.944761 \r\n",
       "L 95.491983 243.489844 \r\n",
       "L 98.495314 243.214634 \r\n",
       "L 98.71084 242.859548 \r\n",
       "L 99.266827 242.806699 \r\n",
       "L 99.270131 241.4035 \r\n",
       "L 99.891599 241.397697 \r\n",
       "L 101.483585 241.236603 \r\n",
       "L 103.018548 241.126811 \r\n",
       "L 103.070322 241.104965 \r\n",
       "L 105.777449 241.041069 \r\n",
       "L 106.270972 239.887954 \r\n",
       "L 107.239125 239.798031 \r\n",
       "L 107.67498 239.283823 \r\n",
       "L 108.652408 239.147002 \r\n",
       "L 108.914819 238.409975 \r\n",
       "L 109.07539 238.373179 \r\n",
       "L 109.239295 238.122803 \r\n",
       "L 109.817233 237.698849 \r\n",
       "L 111.183358 237.642133 \r\n",
       "L 111.45148 237.186051 \r\n",
       "L 113.721562 237.05097 \r\n",
       "L 114.164882 236.97794 \r\n",
       "L 114.381923 233.853007 \r\n",
       "L 115.130422 233.775869 \r\n",
       "L 115.451068 233.090223 \r\n",
       "L 115.818579 233.075875 \r\n",
       "L 116.140642 232.722062 \r\n",
       "L 116.48222 230.642027 \r\n",
       "L 117.102426 230.619119 \r\n",
       "L 117.312572 230.101096 \r\n",
       "L 117.949797 229.971119 \r\n",
       "L 118.380303 229.666687 \r\n",
       "L 119.370055 229.494758 \r\n",
       "L 120.865731 229.360355 \r\n",
       "L 120.873251 229.338647 \r\n",
       "L 121.177045 229.285696 \r\n",
       "L 121.424784 225.43511 \r\n",
       "L 122.107832 225.280198 \r\n",
       "L 122.119623 225.253301 \r\n",
       "L 122.926084 225.114596 \r\n",
       "L 123.113224 223.470368 \r\n",
       "L 123.368778 223.420464 \r\n",
       "L 123.498053 200.389683 \r\n",
       "L 124.029343 200.299575 \r\n",
       "L 124.181947 191.421081 \r\n",
       "L 124.279515 191.400568 \r\n",
       "L 124.41073 190.679026 \r\n",
       "L 125.152986 190.526212 \r\n",
       "L 125.313952 190.397608 \r\n",
       "L 125.448559 189.476143 \r\n",
       "L 125.818763 189.345246 \r\n",
       "L 125.861695 187.833433 \r\n",
       "L 126.311245 187.724953 \r\n",
       "L 126.313691 187.62523 \r\n",
       "L 126.814204 187.502007 \r\n",
       "L 126.898352 187.431232 \r\n",
       "L 126.960826 186.735783 \r\n",
       "L 127.058464 186.71635 \r\n",
       "L 127.269312 185.587069 \r\n",
       "L 127.383264 185.555465 \r\n",
       "L 127.526815 185.289329 \r\n",
       "L 128.584128 185.055136 \r\n",
       "L 128.731823 184.810512 \r\n",
       "L 129.373957 184.614574 \r\n",
       "L 129.581598 184.532639 \r\n",
       "L 129.759956 184.154669 \r\n",
       "L 130.175931 184.054089 \r\n",
       "L 130.330351 183.743859 \r\n",
       "L 130.606507 183.640549 \r\n",
       "L 130.610536 177.663239 \r\n",
       "L 130.852709 177.631184 \r\n",
       "L 130.934453 177.336272 \r\n",
       "L 131.430072 177.185198 \r\n",
       "L 131.498835 177.155196 \r\n",
       "L 131.7813 176.108105 \r\n",
       "L 132.057168 176.008417 \r\n",
       "L 132.25137 175.975626 \r\n",
       "L 132.280372 175.78168 \r\n",
       "L 132.657671 175.243173 \r\n",
       "L 132.783049 175.029349 \r\n",
       "L 133.15914 174.928492 \r\n",
       "L 133.342128 174.734199 \r\n",
       "L 133.842098 174.625328 \r\n",
       "L 134.011875 174.462811 \r\n",
       "L 134.311156 174.412145 \r\n",
       "L 134.564228 174.1838 \r\n",
       "L 134.825184 174.149986 \r\n",
       "L 134.853785 174.017142 \r\n",
       "L 134.989887 122.070071 \r\n",
       "L 135.150324 121.789223 \r\n",
       "L 135.408442 119.591659 \r\n",
       "L 135.805227 119.47261 \r\n",
       "L 135.895885 119.329849 \r\n",
       "L 136.176825 119.241161 \r\n",
       "L 136.233974 119.095082 \r\n",
       "L 136.499831 118.940411 \r\n",
       "L 136.67064 118.834323 \r\n",
       "L 136.815776 118.633641 \r\n",
       "L 137.320154 118.189349 \r\n",
       "L 137.458074 117.591006 \r\n",
       "L 137.604562 117.51802 \r\n",
       "L 137.817674 117.096729 \r\n",
       "L 137.925625 116.986576 \r\n",
       "L 137.925988 116.228731 \r\n",
       "L 138.270881 116.136342 \r\n",
       "L 138.376722 115.703831 \r\n",
       "L 138.492006 115.46374 \r\n",
       "L 138.772708 95.19167 \r\n",
       "L 138.99383 95.018175 \r\n",
       "L 139.05926 94.815203 \r\n",
       "L 139.171699 94.721299 \r\n",
       "L 139.570585 94.409225 \r\n",
       "L 139.73546 94.299853 \r\n",
       "L 139.848698 94.035491 \r\n",
       "L 139.952264 93.992599 \r\n",
       "L 140.074808 93.794194 \r\n",
       "L 140.138049 93.739664 \r\n",
       "L 140.250438 93.529655 \r\n",
       "L 141.46413 92.759949 \r\n",
       "L 141.6769 92.472683 \r\n",
       "L 141.832135 92.345035 \r\n",
       "L 141.931889 91.666498 \r\n",
       "L 142.10719 91.544029 \r\n",
       "L 142.430181 91.43818 \r\n",
       "L 142.570419 90.924548 \r\n",
       "L 142.744594 90.830328 \r\n",
       "L 142.834478 90.639769 \r\n",
       "L 142.909032 90.601994 \r\n",
       "L 143.145151 87.96053 \r\n",
       "L 143.232685 87.725178 \r\n",
       "L 143.266463 87.626408 \r\n",
       "L 143.356129 87.601468 \r\n",
       "L 143.500434 87.412936 \r\n",
       "L 143.710498 87.276781 \r\n",
       "L 144.824973 86.64276 \r\n",
       "L 144.925768 86.51591 \r\n",
       "L 145.111106 86.403602 \r\n",
       "L 145.445388 86.216238 \r\n",
       "L 145.511575 84.93121 \r\n",
       "L 145.771548 84.799251 \r\n",
       "L 146.18657 84.508382 \r\n",
       "L 146.4591 84.339837 \r\n",
       "L 146.567019 84.255352 \r\n",
       "L 146.740086 84.153112 \r\n",
       "L 146.925677 83.932447 \r\n",
       "L 147.085335 83.869362 \r\n",
       "L 147.411763 83.688849 \r\n",
       "L 147.554889 83.445889 \r\n",
       "L 147.691995 83.291022 \r\n",
       "L 147.807572 83.207344 \r\n",
       "L 148.048286 83.079381 \r\n",
       "L 148.183274 82.516206 \r\n",
       "L 148.507959 82.283168 \r\n",
       "L 148.780205 82.159186 \r\n",
       "L 148.952965 81.964004 \r\n",
       "L 149.055223 81.355752 \r\n",
       "L 149.300914 81.104332 \r\n",
       "L 149.390686 80.898326 \r\n",
       "L 149.561096 80.789778 \r\n",
       "L 149.731614 80.381455 \r\n",
       "L 150.00251 80.280472 \r\n",
       "L 150.220646 80.079196 \r\n",
       "L 150.408328 79.966686 \r\n",
       "L 151.167921 79.580953 \r\n",
       "L 151.584277 79.391458 \r\n",
       "L 151.882201 79.287121 \r\n",
       "L 152.001306 79.107603 \r\n",
       "L 152.45539 78.900648 \r\n",
       "L 152.572821 78.788793 \r\n",
       "L 152.667589 78.768645 \r\n",
       "L 152.913966 78.643498 \r\n",
       "L 153.129961 78.419033 \r\n",
       "L 153.763636 78.097001 \r\n",
       "L 153.859348 77.933718 \r\n",
       "L 154.096096 77.756475 \r\n",
       "L 154.194139 77.613311 \r\n",
       "L 154.545931 77.45155 \r\n",
       "L 154.720667 77.269975 \r\n",
       "L 155.282272 77.13723 \r\n",
       "L 155.383455 76.974439 \r\n",
       "L 155.783904 76.911644 \r\n",
       "L 155.863242 76.770218 \r\n",
       "L 156.065052 76.652664 \r\n",
       "L 156.360078 76.131303 \r\n",
       "L 156.738446 76.049198 \r\n",
       "L 156.844815 75.415659 \r\n",
       "L 157.126589 75.279403 \r\n",
       "L 157.300122 75.108682 \r\n",
       "L 157.468706 74.978943 \r\n",
       "L 157.755123 74.824864 \r\n",
       "L 158.088782 74.630192 \r\n",
       "L 158.181545 74.362236 \r\n",
       "L 158.634918 74.140985 \r\n",
       "L 158.694818 74.048851 \r\n",
       "L 159.118784 73.904849 \r\n",
       "L 159.679589 73.644417 \r\n",
       "L 159.980154 73.471279 \r\n",
       "L 160.112802 73.380871 \r\n",
       "L 161.289668 73.01848 \r\n",
       "L 161.516034 72.904232 \r\n",
       "L 161.863081 72.767249 \r\n",
       "L 163.883586 71.611033 \r\n",
       "L 164.105059 71.45825 \r\n",
       "L 164.620632 71.188083 \r\n",
       "L 164.72852 70.705412 \r\n",
       "L 165.387223 70.451207 \r\n",
       "L 165.793409 70.19543 \r\n",
       "L 165.911943 70.109141 \r\n",
       "L 165.987372 70.061097 \r\n",
       "L 166.245185 69.976741 \r\n",
       "L 166.448142 69.839619 \r\n",
       "L 166.976081 69.582632 \r\n",
       "L 168.246201 69.181841 \r\n",
       "L 168.982841 68.836608 \r\n",
       "L 169.119741 68.626426 \r\n",
       "L 169.788007 68.371769 \r\n",
       "L 169.91815 68.256752 \r\n",
       "L 170.755726 67.964777 \r\n",
       "L 171.401837 67.704955 \r\n",
       "L 171.529177 67.670898 \r\n",
       "L 173.77202 66.738266 \r\n",
       "L 174.145256 66.49817 \r\n",
       "L 176.717359 65.631806 \r\n",
       "L 177.608599 65.433776 \r\n",
       "L 178.03205 65.293151 \r\n",
       "L 178.754674 65.116405 \r\n",
       "L 179.399007 64.885639 \r\n",
       "L 180.080835 64.726638 \r\n",
       "L 180.122407 64.683075 \r\n",
       "L 180.587809 64.497898 \r\n",
       "L 181.559498 64.205506 \r\n",
       "L 182.509183 63.919614 \r\n",
       "L 182.560036 63.786806 \r\n",
       "L 183.015744 63.653154 \r\n",
       "L 183.058158 63.616868 \r\n",
       "L 184.008659 63.364745 \r\n",
       "L 184.153806 63.313487 \r\n",
       "L 184.548513 63.170693 \r\n",
       "L 185.271272 62.993306 \r\n",
       "L 185.403145 62.86876 \r\n",
       "L 186.026127 62.688995 \r\n",
       "L 186.912527 62.409271 \r\n",
       "L 187.497555 62.237299 \r\n",
       "L 187.5546 62.200088 \r\n",
       "L 188.429248 61.97657 \r\n",
       "L 188.519932 61.859471 \r\n",
       "L 189.035729 61.712655 \r\n",
       "L 190.058715 61.444958 \r\n",
       "L 190.154792 61.302978 \r\n",
       "L 190.575904 61.14325 \r\n",
       "L 190.688853 61.097444 \r\n",
       "L 191.364429 60.914338 \r\n",
       "L 191.466378 60.677708 \r\n",
       "L 191.918491 60.5816 \r\n",
       "L 192.428781 60.416905 \r\n",
       "L 192.782187 60.351368 \r\n",
       "L 195.41506 59.641705 \r\n",
       "L 197.866183 58.894118 \r\n",
       "L 198.386064 58.763766 \r\n",
       "L 199.362409 58.490801 \r\n",
       "L 201.025661 58.057037 \r\n",
       "L 202.320021 57.774778 \r\n",
       "L 202.962493 57.65289 \r\n",
       "L 203.843929 57.423828 \r\n",
       "L 203.924487 57.396187 \r\n",
       "L 204.488846 57.241256 \r\n",
       "L 204.895016 57.167845 \r\n",
       "L 205.267636 57.028865 \r\n",
       "L 205.500366 56.948599 \r\n",
       "L 205.860018 56.803159 \r\n",
       "L 206.313899 56.717429 \r\n",
       "L 207.449964 56.507922 \r\n",
       "L 207.848629 56.376714 \r\n",
       "L 210.314046 55.866291 \r\n",
       "L 210.626269 55.726844 \r\n",
       "L 212.979669 55.32258 \r\n",
       "L 213.236382 55.285124 \r\n",
       "L 213.53275 55.173768 \r\n",
       "L 213.793943 55.059173 \r\n",
       "L 214.083944 55.011617 \r\n",
       "L 218.815148 54.309425 \r\n",
       "L 218.898678 54.280508 \r\n",
       "L 222.464402 53.603526 \r\n",
       "L 222.683754 53.55048 \r\n",
       "L 223.952109 53.366425 \r\n",
       "L 224.742507 53.222409 \r\n",
       "L 232.731619 51.980425 \r\n",
       "L 232.903098 51.916018 \r\n",
       "L 233.998364 51.773724 \r\n",
       "L 234.973262 51.626098 \r\n",
       "L 236.008052 51.479203 \r\n",
       "L 245.033609 49.991971 \r\n",
       "L 246.366786 49.847305 \r\n",
       "L 246.722406 49.781881 \r\n",
       "L 250.275742 49.448178 \r\n",
       "L 254.491551 48.892893 \r\n",
       "L 256.783365 48.730102 \r\n",
       "L 259.263562 48.363915 \r\n",
       "L 261.404971 48.089593 \r\n",
       "L 262.555941 47.939436 \r\n",
       "L 263.227585 47.864447 \r\n",
       "L 265.673556 47.60983 \r\n",
       "L 266.579361 47.520163 \r\n",
       "L 268.340997 47.370183 \r\n",
       "L 268.738913 47.315585 \r\n",
       "L 270.821559 47.149986 \r\n",
       "L 270.891431 47.114211 \r\n",
       "L 272.223083 46.961511 \r\n",
       "L 272.264678 46.935116 \r\n",
       "L 278.516165 46.368343 \r\n",
       "L 282.301021 45.96273 \r\n",
       "L 283.915275 45.812546 \r\n",
       "L 285.572786 45.636259 \r\n",
       "L 287.712824 45.405968 \r\n",
       "L 290.126892 45.230866 \r\n",
       "L 291.304509 45.145815 \r\n",
       "L 293.63158 44.980484 \r\n",
       "L 294.42643 44.912543 \r\n",
       "L 296.909694 44.744353 \r\n",
       "L 300.911316 44.379952 \r\n",
       "L 302.591523 44.203963 \r\n",
       "L 310.099432 43.63325 \r\n",
       "L 310.099432 43.63325 \r\n",
       "\" style=\"fill:none;stroke:#008000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 -3 \r\n",
       "L -0.673542 -0.927051 \r\n",
       "L -2.85317 -0.927051 \r\n",
       "L -1.089814 0.354102 \r\n",
       "L -1.763356 2.427051 \r\n",
       "L -0 1.145898 \r\n",
       "L 1.763356 2.427051 \r\n",
       "L 1.089814 0.354102 \r\n",
       "L 2.85317 -0.927051 \r\n",
       "L 0.673542 -0.927051 \r\n",
       "z\r\n",
       "\" id=\"m9bb139c9c6\" style=\"stroke:#008000;stroke-linejoin:bevel;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p510ff607ac)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"56.463068\" xlink:href=\"#m9bb139c9c6\" y=\"246.1791\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"126.070795\" xlink:href=\"#m9bb139c9c6\" y=\"187.786715\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"136.094471\" xlink:href=\"#m9bb139c9c6\" y=\"119.283216\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"140.603964\" xlink:href=\"#m9bb139c9c6\" y=\"93.373518\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"145.446506\" xlink:href=\"#m9bb139c9c6\" y=\"85.128572\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"149.84048\" xlink:href=\"#m9bb139c9c6\" y=\"80.31923\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"154.536644\" xlink:href=\"#m9bb139c9c6\" y=\"77.45505\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"159.659684\" xlink:href=\"#m9bb139c9c6\" y=\"73.65843\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"164.844411\" xlink:href=\"#m9bb139c9c6\" y=\"70.641845\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"170.2927\" xlink:href=\"#m9bb139c9c6\" y=\"68.140859\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"175.72921\" xlink:href=\"#m9bb139c9c6\" y=\"65.946287\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"182.239689\" xlink:href=\"#m9bb139c9c6\" y=\"64.012479\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"188.361358\" xlink:href=\"#m9bb139c9c6\" y=\"61.995548\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"194.864193\" xlink:href=\"#m9bb139c9c6\" y=\"59.804338\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"201.025661\" xlink:href=\"#m9bb139c9c6\" y=\"58.057037\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"207.893144\" xlink:href=\"#m9bb139c9c6\" y=\"56.358744\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"217.006402\" xlink:href=\"#m9bb139c9c6\" y=\"54.588273\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"225.209131\" xlink:href=\"#m9bb139c9c6\" y=\"53.151352\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"234.129657\" xlink:href=\"#m9bb139c9c6\" y=\"51.722285\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"242.387363\" xlink:href=\"#m9bb139c9c6\" y=\"50.409003\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"252.409012\" xlink:href=\"#m9bb139c9c6\" y=\"49.132017\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"262.555941\" xlink:href=\"#m9bb139c9c6\" y=\"47.939436\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"274.014035\" xlink:href=\"#m9bb139c9c6\" y=\"46.804062\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"284.747287\" xlink:href=\"#m9bb139c9c6\" y=\"45.723506\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"297.250681\" xlink:href=\"#m9bb139c9c6\" y=\"44.697718\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"308.876533\" xlink:href=\"#m9bb139c9c6\" y=\"43.718681\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#p510ff607ac)\" d=\"M 56.463068 246.187052 \r\n",
       "L 74.579248 246.031608 \r\n",
       "L 79.295315 245.68924 \r\n",
       "L 88.780807 245.484556 \r\n",
       "L 89.783987 245.299832 \r\n",
       "L 91.698489 245.269511 \r\n",
       "L 93.03115 244.677033 \r\n",
       "L 93.336935 244.677033 \r\n",
       "L 93.349162 244.563689 \r\n",
       "L 95.127118 244.535273 \r\n",
       "L 95.491983 244.173588 \r\n",
       "L 98.495314 243.982231 \r\n",
       "L 98.71084 243.721019 \r\n",
       "L 99.266827 243.683564 \r\n",
       "L 99.270131 242.599081 \r\n",
       "L 102.299684 242.540421 \r\n",
       "L 103.790588 242.440021 \r\n",
       "L 105.777449 242.440021 \r\n",
       "L 106.270972 241.553931 \r\n",
       "L 107.403311 241.359617 \r\n",
       "L 107.67498 241.119942 \r\n",
       "L 108.652408 241.024332 \r\n",
       "L 108.914819 240.50112 \r\n",
       "L 109.07539 240.473712 \r\n",
       "L 109.239295 240.28372 \r\n",
       "L 109.817233 239.984019 \r\n",
       "L 111.183358 239.973615 \r\n",
       "L 111.45148 239.65477 \r\n",
       "L 114.164882 239.551266 \r\n",
       "L 114.381923 237.185073 \r\n",
       "L 115.130422 237.135523 \r\n",
       "L 115.451068 236.605967 \r\n",
       "L 115.818579 236.605967 \r\n",
       "L 116.140642 236.342383 \r\n",
       "L 116.48222 234.781661 \r\n",
       "L 117.102426 234.772469 \r\n",
       "L 117.312572 234.385919 \r\n",
       "L 119.370055 233.983996 \r\n",
       "L 121.177045 233.87777 \r\n",
       "L 121.424784 231.276032 \r\n",
       "L 122.926084 231.167871 \r\n",
       "L 123.113224 230.277786 \r\n",
       "L 123.368778 230.2613 \r\n",
       "L 123.498053 214.244195 \r\n",
       "L 124.029343 214.20856 \r\n",
       "L 124.181947 209.407489 \r\n",
       "L 124.279515 209.407489 \r\n",
       "L 124.41073 209.087116 \r\n",
       "L 125.313952 209.079054 \r\n",
       "L 125.448559 208.539285 \r\n",
       "L 125.818763 208.539285 \r\n",
       "L 125.861695 207.51041 \r\n",
       "L 127.058464 207.486895 \r\n",
       "L 127.269312 206.795272 \r\n",
       "L 127.383264 206.787579 \r\n",
       "L 127.526815 206.668281 \r\n",
       "L 128.70484 206.599447 \r\n",
       "L 128.849074 206.541534 \r\n",
       "L 130.606507 206.505849 \r\n",
       "L 130.610536 203.137091 \r\n",
       "L 131.498835 203.137091 \r\n",
       "L 131.757926 202.466276 \r\n",
       "L 134.853785 202.419703 \r\n",
       "L 134.989887 177.701057 \r\n",
       "L 135.150324 177.701057 \r\n",
       "L 135.408442 176.166902 \r\n",
       "L 138.596416 176.160305 \r\n",
       "L 138.659084 165.889422 \r\n",
       "L 142.430181 165.793611 \r\n",
       "L 142.570419 165.454005 \r\n",
       "L 149.561096 165.401447 \r\n",
       "L 149.711484 165.155559 \r\n",
       "L 156.197183 165.108867 \r\n",
       "L 156.292578 164.978748 \r\n",
       "L 168.105348 164.895631 \r\n",
       "L 168.273151 164.841957 \r\n",
       "L 310.099432 164.732181 \r\n",
       "L 310.099432 164.732181 \r\n",
       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    <g clip-path=\"url(#p510ff607ac)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"56.463068\" xlink:href=\"#m409c2ee00b\" y=\"246.187052\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"126.070795\" xlink:href=\"#m409c2ee00b\" y=\"207.49467\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"136.094471\" xlink:href=\"#m409c2ee00b\" y=\"176.166902\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"140.603964\" xlink:href=\"#m409c2ee00b\" y=\"165.883152\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"145.446506\" xlink:href=\"#m409c2ee00b\" y=\"165.436045\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"149.84048\" xlink:href=\"#m409c2ee00b\" y=\"165.155559\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"154.536644\" xlink:href=\"#m409c2ee00b\" y=\"165.113883\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"159.659684\" xlink:href=\"#m409c2ee00b\" y=\"164.917433\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"164.844411\" xlink:href=\"#m409c2ee00b\" y=\"164.904092\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"170.2927\" xlink:href=\"#m409c2ee00b\" y=\"164.841957\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"175.72921\" xlink:href=\"#m409c2ee00b\" y=\"164.837956\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"182.239689\" xlink:href=\"#m409c2ee00b\" y=\"164.830771\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"188.361358\" xlink:href=\"#m409c2ee00b\" y=\"164.807689\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"194.864193\" xlink:href=\"#m409c2ee00b\" y=\"164.798466\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"201.025661\" xlink:href=\"#m409c2ee00b\" y=\"164.775356\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"207.893144\" xlink:href=\"#m409c2ee00b\" y=\"164.770137\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"217.006402\" xlink:href=\"#m409c2ee00b\" y=\"164.767628\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"225.209131\" xlink:href=\"#m409c2ee00b\" y=\"164.765467\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"234.129657\" xlink:href=\"#m409c2ee00b\" y=\"164.761629\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"242.387363\" xlink:href=\"#m409c2ee00b\" y=\"164.757989\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"252.409012\" xlink:href=\"#m409c2ee00b\" y=\"164.753068\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"262.555941\" xlink:href=\"#m409c2ee00b\" y=\"164.745575\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"274.014035\" xlink:href=\"#m409c2ee00b\" y=\"164.74286\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"284.747287\" xlink:href=\"#m409c2ee00b\" y=\"164.740347\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"297.250681\" xlink:href=\"#m409c2ee00b\" y=\"164.737037\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"308.876533\" xlink:href=\"#m409c2ee00b\" y=\"164.732181\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#p510ff607ac)\" d=\"M 56.463068 247.475298 \r\n",
       "L 78.625517 247.341143 \r\n",
       "L 82.117042 247.296064 \r\n",
       "L 91.698489 247.165849 \r\n",
       "L 93.867963 246.917565 \r\n",
       "L 95.829371 246.797929 \r\n",
       "L 99.266827 246.620816 \r\n",
       "L 99.270131 246.3021 \r\n",
       "L 105.777449 246.167703 \r\n",
       "L 106.270972 245.912262 \r\n",
       "L 107.574392 245.785409 \r\n",
       "L 107.67498 245.753067 \r\n",
       "L 108.652408 245.711857 \r\n",
       "L 109.07539 245.515054 \r\n",
       "L 109.817233 245.343349 \r\n",
       "L 111.183358 245.307271 \r\n",
       "L 111.45148 245.180267 \r\n",
       "L 114.164882 245.085351 \r\n",
       "L 114.381923 244.356329 \r\n",
       "L 115.130422 244.338283 \r\n",
       "L 115.451068 244.182193 \r\n",
       "L 116.140642 244.087022 \r\n",
       "L 116.48222 243.619302 \r\n",
       "L 117.102426 243.605586 \r\n",
       "L 117.556757 243.458654 \r\n",
       "L 121.177045 243.22191 \r\n",
       "L 121.424784 242.422309 \r\n",
       "L 122.926084 242.292174 \r\n",
       "L 123.113224 242.028983 \r\n",
       "L 123.368778 242.012965 \r\n",
       "L 123.498053 236.668483 \r\n",
       "L 124.029343 236.626939 \r\n",
       "L 124.181947 234.941907 \r\n",
       "L 124.392649 234.815808 \r\n",
       "L 124.626234 234.791963 \r\n",
       "L 125.313952 234.77469 \r\n",
       "L 125.448559 234.588309 \r\n",
       "L 125.818763 234.531955 \r\n",
       "L 125.861695 234.203602 \r\n",
       "L 127.058464 234.040235 \r\n",
       "L 127.269312 233.767871 \r\n",
       "L 129.126116 233.537009 \r\n",
       "L 130.606507 233.374726 \r\n",
       "L 130.610536 232.157957 \r\n",
       "L 131.498835 232.056635 \r\n",
       "L 131.808549 231.788732 \r\n",
       "L 134.853785 231.473128 \r\n",
       "L 134.989887 222.319152 \r\n",
       "L 135.150324 222.297329 \r\n",
       "L 135.408442 221.777451 \r\n",
       "L 136.67064 221.618758 \r\n",
       "L 138.519314 221.197207 \r\n",
       "L 138.596416 221.186487 \r\n",
       "L 138.659084 217.472371 \r\n",
       "L 139.430167 217.329469 \r\n",
       "L 141.931889 216.906171 \r\n",
       "L 142.430181 216.84406 \r\n",
       "L 142.570419 216.706282 \r\n",
       "L 146.518325 216.02277 \r\n",
       "L 148.507959 215.61032 \r\n",
       "L 148.984231 215.502451 \r\n",
       "L 149.752462 215.3183 \r\n",
       "L 150.00251 215.287891 \r\n",
       "L 151.164118 215.107665 \r\n",
       "L 151.257568 215.068253 \r\n",
       "L 152.057717 214.962927 \r\n",
       "L 152.243807 214.934961 \r\n",
       "L 153.989384 214.64606 \r\n",
       "L 154.545931 214.556002 \r\n",
       "L 155.727966 214.450999 \r\n",
       "L 161.516034 213.589016 \r\n",
       "L 163.302148 213.390486 \r\n",
       "L 163.695758 213.308303 \r\n",
       "L 164.696896 213.125767 \r\n",
       "L 164.830058 213.093585 \r\n",
       "L 166.838791 212.793705 \r\n",
       "L 171.627372 212.227608 \r\n",
       "L 171.808179 212.197982 \r\n",
       "L 172.823844 212.093606 \r\n",
       "L 174.204975 211.925359 \r\n",
       "L 175.605034 211.815051 \r\n",
       "L 177.135772 211.665303 \r\n",
       "L 178.837595 211.499117 \r\n",
       "L 178.959226 211.479982 \r\n",
       "L 179.399007 211.434517 \r\n",
       "L 181.106061 211.254432 \r\n",
       "L 181.802438 211.176599 \r\n",
       "L 184.354058 210.974998 \r\n",
       "L 185.403145 210.89199 \r\n",
       "L 186.752749 210.780948 \r\n",
       "L 188.506072 210.580074 \r\n",
       "L 188.519932 210.566633 \r\n",
       "L 190.385262 210.392872 \r\n",
       "L 198.980774 209.6345 \r\n",
       "L 201.157764 209.425249 \r\n",
       "L 203.11839 209.314415 \r\n",
       "L 205.081894 209.205408 \r\n",
       "L 205.392965 209.155794 \r\n",
       "L 207.449964 209.052839 \r\n",
       "L 207.733783 209.028804 \r\n",
       "L 209.133071 208.921456 \r\n",
       "L 212.996049 208.68213 \r\n",
       "L 220.241923 208.364924 \r\n",
       "L 220.935327 208.333586 \r\n",
       "L 255.01437 206.871405 \r\n",
       "L 260.321826 206.656986 \r\n",
       "L 262.224941 206.589457 \r\n",
       "L 265.828657 206.480067 \r\n",
       "L 265.858428 206.473272 \r\n",
       "L 272.355183 206.278182 \r\n",
       "L 278.224325 206.119519 \r\n",
       "L 286.339854 205.905007 \r\n",
       "L 286.74203 205.887841 \r\n",
       "L 287.617434 205.86433 \r\n",
       "L 299.261379 205.589315 \r\n",
       "L 303.968249 205.488457 \r\n",
       "L 309.850868 205.343868 \r\n",
       "L 310.099432 205.334725 \r\n",
       "L 310.099432 205.334725 \r\n",
       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    <g clip-path=\"url(#p510ff607ac)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"56.463068\" xlink:href=\"#m266c7c67e8\" y=\"247.475298\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"126.070795\" xlink:href=\"#m266c7c67e8\" y=\"234.18421\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"136.094471\" xlink:href=\"#m266c7c67e8\" y=\"221.702392\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"140.603964\" xlink:href=\"#m266c7c67e8\" y=\"217.143654\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"145.446506\" xlink:href=\"#m266c7c67e8\" y=\"216.213802\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"149.84048\" xlink:href=\"#m266c7c67e8\" y=\"215.300932\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"154.536644\" xlink:href=\"#m266c7c67e8\" y=\"214.559503\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"159.659684\" xlink:href=\"#m266c7c67e8\" y=\"213.812014\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"164.844411\" xlink:href=\"#m266c7c67e8\" y=\"213.090679\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"170.2927\" xlink:href=\"#m266c7c67e8\" y=\"212.414773\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"175.72921\" xlink:href=\"#m266c7c67e8\" y=\"211.791489\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"182.239689\" xlink:href=\"#m266c7c67e8\" y=\"211.163808\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"188.361358\" xlink:href=\"#m266c7c67e8\" y=\"210.606628\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"194.864193\" xlink:href=\"#m266c7c67e8\" y=\"209.980375\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"201.025661\" xlink:href=\"#m266c7c67e8\" y=\"209.436348\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"207.893144\" xlink:href=\"#m266c7c67e8\" y=\"209.008549\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"217.006402\" xlink:href=\"#m266c7c67e8\" y=\"208.499854\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"225.209131\" xlink:href=\"#m266c7c67e8\" y=\"208.080812\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"234.129657\" xlink:href=\"#m266c7c67e8\" y=\"207.669571\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"242.387363\" xlink:href=\"#m266c7c67e8\" y=\"207.29797\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"252.409012\" xlink:href=\"#m266c7c67e8\" y=\"206.949079\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"262.555941\" xlink:href=\"#m266c7c67e8\" y=\"206.578004\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"274.014035\" xlink:href=\"#m266c7c67e8\" y=\"206.242448\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"284.747287\" xlink:href=\"#m266c7c67e8\" y=\"205.969546\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"297.250681\" xlink:href=\"#m266c7c67e8\" y=\"205.643108\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"308.876533\" xlink:href=\"#m266c7c67e8\" y=\"205.358266\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_18\">\r\n",
       "    <path clip-path=\"url(#p510ff607ac)\" d=\"M 56.463068 246.1791 \r\n",
       "L 74.579248 245.966512 \r\n",
       "L 79.295315 245.520664 \r\n",
       "L 88.397186 245.293377 \r\n",
       "L 89.783987 245.005131 \r\n",
       "L 91.698489 244.95211 \r\n",
       "L 93.03115 244.198424 \r\n",
       "L 93.336935 244.186878 \r\n",
       "L 93.349162 244.040883 \r\n",
       "L 95.127118 243.959191 \r\n",
       "L 95.491983 243.504275 \r\n",
       "L 98.495314 243.229065 \r\n",
       "L 98.71084 242.873979 \r\n",
       "L 99.266827 242.82113 \r\n",
       "L 99.270131 241.417931 \r\n",
       "L 102.299684 241.297452 \r\n",
       "L 103.790588 241.139329 \r\n",
       "L 105.777449 241.124474 \r\n",
       "L 106.270972 239.982942 \r\n",
       "L 107.239125 239.893019 \r\n",
       "L 107.67498 239.38976 \r\n",
       "L 108.652408 239.25294 \r\n",
       "L 108.914819 238.542312 \r\n",
       "L 109.07539 238.505516 \r\n",
       "L 109.239295 238.25514 \r\n",
       "L 109.817233 237.844117 \r\n",
       "L 111.183358 237.797636 \r\n",
       "L 111.45148 237.351787 \r\n",
       "L 113.721562 237.216707 \r\n",
       "L 114.164882 237.153367 \r\n",
       "L 114.381923 234.058151 \r\n",
       "L 115.130422 233.990556 \r\n",
       "L 115.451068 233.30491 \r\n",
       "L 115.818579 233.299967 \r\n",
       "L 116.140642 232.946154 \r\n",
       "L 116.48222 230.917713 \r\n",
       "L 117.102426 230.894805 \r\n",
       "L 117.312572 230.376781 \r\n",
       "L 117.949797 230.246804 \r\n",
       "L 118.380303 229.942372 \r\n",
       "L 119.370055 229.816891 \r\n",
       "L 120.865731 229.682489 \r\n",
       "L 120.873251 229.669381 \r\n",
       "L 121.177045 229.616429 \r\n",
       "L 121.424784 226.21509 \r\n",
       "L 122.259407 226.093468 \r\n",
       "L 122.328921 226.033384 \r\n",
       "L 122.926084 225.976794 \r\n",
       "L 123.113224 224.823519 \r\n",
       "L 123.368778 224.791015 \r\n",
       "L 123.498053 203.429428 \r\n",
       "L 124.029343 203.352249 \r\n",
       "L 124.181947 196.866146 \r\n",
       "L 124.279515 196.858044 \r\n",
       "L 124.41073 196.407501 \r\n",
       "L 125.313952 196.370494 \r\n",
       "L 125.448559 195.644343 \r\n",
       "L 125.818763 195.58799 \r\n",
       "L 125.861695 194.230762 \r\n",
       "L 127.058464 194.04388 \r\n",
       "L 127.269312 193.079893 \r\n",
       "L 127.383264 193.060548 \r\n",
       "L 127.526815 192.904882 \r\n",
       "L 128.584128 192.788152 \r\n",
       "L 128.731823 192.641857 \r\n",
       "L 130.492296 192.416419 \r\n",
       "L 130.606507 192.397325 \r\n",
       "L 130.610536 187.811798 \r\n",
       "L 131.498835 187.710476 \r\n",
       "L 131.757926 186.791214 \r\n",
       "L 132.280372 186.70956 \r\n",
       "L 133.842098 186.582454 \r\n",
       "L 134.011875 186.48712 \r\n",
       "L 134.853785 186.409581 \r\n",
       "L 134.989887 152.536959 \r\n",
       "L 135.150324 152.515135 \r\n",
       "L 135.408442 150.461103 \r\n",
       "L 136.67064 150.30241 \r\n",
       "L 138.519314 149.874262 \r\n",
       "L 138.596416 149.863542 \r\n",
       "L 138.659084 135.878543 \r\n",
       "L 139.430167 135.735641 \r\n",
       "L 142.430181 135.154421 \r\n",
       "L 142.570419 134.677037 \r\n",
       "L 144.436404 134.298988 \r\n",
       "L 144.66542 134.269057 \r\n",
       "L 145.446506 134.166597 \r\n",
       "L 146.043004 134.060472 \r\n",
       "L 146.695155 133.955367 \r\n",
       "L 147.807572 133.677071 \r\n",
       "L 148.730179 133.527673 \r\n",
       "L 149.561096 133.351728 \r\n",
       "L 149.731614 132.993784 \r\n",
       "L 156.197183 131.987548 \r\n",
       "L 156.292578 131.801708 \r\n",
       "L 157.201976 131.692012 \r\n",
       "L 157.736463 131.56409 \r\n",
       "L 158.25541 131.457692 \r\n",
       "L 158.476837 131.434064 \r\n",
       "L 160.014353 131.167147 \r\n",
       "L 161.377463 131.029039 \r\n",
       "L 162.628503 130.918664 \r\n",
       "L 163.73152 130.730717 \r\n",
       "L 164.263948 130.621652 \r\n",
       "L 164.416982 130.601191 \r\n",
       "L 165.047316 130.490982 \r\n",
       "L 166.303348 130.301752 \r\n",
       "L 177.135772 129.020009 \r\n",
       "L 178.837595 128.853823 \r\n",
       "L 178.959226 128.831094 \r\n",
       "L 179.256145 128.802544 \r\n",
       "L 180.284928 128.692667 \r\n",
       "L 180.540714 128.651966 \r\n",
       "L 183.851362 128.373938 \r\n",
       "L 184.153806 128.328331 \r\n",
       "L 187.136609 128.060041 \r\n",
       "L 190.232804 127.737319 \r\n",
       "L 190.430719 127.706434 \r\n",
       "L 192.843061 127.462447 \r\n",
       "L 194.301032 127.351348 \r\n",
       "L 196.255004 127.13912 \r\n",
       "L 201.937938 126.665935 \r\n",
       "L 204.428536 126.530689 \r\n",
       "L 206.502881 126.398556 \r\n",
       "L 211.141258 126.067339 \r\n",
       "L 215.036368 125.866699 \r\n",
       "L 218.586154 125.727803 \r\n",
       "L 219.396637 125.684371 \r\n",
       "L 221.723541 125.57521 \r\n",
       "L 222.06566 125.533364 \r\n",
       "L 224.1937 125.424108 \r\n",
       "L 228.614751 125.225089 \r\n",
       "L 230.693685 125.125605 \r\n",
       "L 233.870505 124.980951 \r\n",
       "L 236.524031 124.863727 \r\n",
       "L 240.158613 124.687075 \r\n",
       "L 240.578543 124.664495 \r\n",
       "L 275.990502 123.443866 \r\n",
       "L 279.527943 123.334392 \r\n",
       "L 279.700026 123.325194 \r\n",
       "L 284.826168 123.218469 \r\n",
       "L 285.725899 123.195076 \r\n",
       "L 289.889367 123.068787 \r\n",
       "L 299.477476 122.838384 \r\n",
       "L 300.762274 122.811577 \r\n",
       "L 305.434002 122.702131 \r\n",
       "L 308.609889 122.612852 \r\n",
       "L 310.099432 122.583656 \r\n",
       "L 310.099432 122.583656 \r\n",
       "\" style=\"fill:none;stroke:#008000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    <g clip-path=\"url(#p510ff607ac)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"56.463068\" xlink:href=\"#m9bb139c9c6\" y=\"246.1791\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"126.070795\" xlink:href=\"#m9bb139c9c6\" y=\"194.19563\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"136.094471\" xlink:href=\"#m9bb139c9c6\" y=\"150.386044\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"140.603964\" xlink:href=\"#m9bb139c9c6\" y=\"135.543556\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"145.446506\" xlink:href=\"#m9bb139c9c6\" y=\"134.166597\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"149.84048\" xlink:href=\"#m9bb139c9c6\" y=\"132.973242\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"154.536644\" xlink:href=\"#m9bb139c9c6\" y=\"132.190136\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"159.659684\" xlink:href=\"#m9bb139c9c6\" y=\"131.246197\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"164.844411\" xlink:href=\"#m9bb139c9c6\" y=\"130.511521\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"170.2927\" xlink:href=\"#m9bb139c9c6\" y=\"129.77348\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"175.72921\" xlink:href=\"#m9bb139c9c6\" y=\"129.146196\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"182.239689\" xlink:href=\"#m9bb139c9c6\" y=\"128.511329\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"188.361358\" xlink:href=\"#m9bb139c9c6\" y=\"127.931068\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"194.864193\" xlink:href=\"#m9bb139c9c6\" y=\"127.295591\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"201.025661\" xlink:href=\"#m9bb139c9c6\" y=\"126.728454\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"207.893144\" xlink:href=\"#m9bb139c9c6\" y=\"126.295436\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"217.006402\" xlink:href=\"#m9bb139c9c6\" y=\"125.784232\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"225.209131\" xlink:href=\"#m9bb139c9c6\" y=\"125.363029\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"234.129657\" xlink:href=\"#m9bb139c9c6\" y=\"124.94795\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"242.387363\" xlink:href=\"#m9bb139c9c6\" y=\"124.572709\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"252.409012\" xlink:href=\"#m9bb139c9c6\" y=\"124.218896\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"262.555941\" xlink:href=\"#m9bb139c9c6\" y=\"123.840329\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"274.014035\" xlink:href=\"#m9bb139c9c6\" y=\"123.502058\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"284.747287\" xlink:href=\"#m9bb139c9c6\" y=\"123.226642\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"297.250681\" xlink:href=\"#m9bb139c9c6\" y=\"122.896895\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"308.876533\" xlink:href=\"#m9bb139c9c6\" y=\"122.607197\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 43.78125 247.48325 \r\n",
       "L 43.78125 43.63325 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 322.78125 247.48325 \r\n",
       "L 322.78125 43.63325 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 43.78125 247.48325 \r\n",
       "L 322.78125 247.48325 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 43.78125 43.63325 \r\n",
       "L 322.78125 43.63325 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"legend_1\">\r\n",
       "    <g id=\"patch_7\">\r\n",
       "     <path d=\"M 45.78125 39.55625 \r\n",
       "L 257.26875 39.55625 \r\n",
       "Q 259.26875 39.55625 259.26875 37.55625 \r\n",
       "L 259.26875 9.2 \r\n",
       "Q 259.26875 7.2 257.26875 7.2 \r\n",
       "L 45.78125 7.2 \r\n",
       "Q 43.78125 7.2 43.78125 9.2 \r\n",
       "L 43.78125 37.55625 \r\n",
       "Q 43.78125 39.55625 45.78125 39.55625 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_19\">\r\n",
       "     <path d=\"M 47.78125 15.298437 \r\n",
       "L 67.78125 15.298437 \r\n",
       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_20\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"57.78125\" xlink:href=\"#m409c2ee00b\" y=\"15.298437\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_15\">\r\n",
       "     <!-- pore -->\r\n",
       "     <g transform=\"translate(75.78125 18.798437)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-70\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-6f\"/>\r\n",
       "      <use x=\"124.658203\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
       "      <use x=\"163.521484\" xlink:href=\"#DejaVuSans-65\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_21\">\r\n",
       "     <path d=\"M 47.78125 29.976562 \r\n",
       "L 67.78125 29.976562 \r\n",
       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_22\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"57.78125\" xlink:href=\"#m266c7c67e8\" y=\"29.976562\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_16\">\r\n",
       "     <!-- throat -->\r\n",
       "     <g transform=\"translate(75.78125 33.476562)scale(0.1 -0.1)\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 3513 2113 \r\n",
       "L 3513 0 \r\n",
       "L 2938 0 \r\n",
       "L 2938 2094 \r\n",
       "Q 2938 2591 2744 2837 \r\n",
       "Q 2550 3084 2163 3084 \r\n",
       "Q 1697 3084 1428 2787 \r\n",
       "Q 1159 2491 1159 1978 \r\n",
       "L 1159 0 \r\n",
       "L 581 0 \r\n",
       "L 581 4863 \r\n",
       "L 1159 4863 \r\n",
       "L 1159 2956 \r\n",
       "Q 1366 3272 1645 3428 \r\n",
       "Q 1925 3584 2291 3584 \r\n",
       "Q 2894 3584 3203 3211 \r\n",
       "Q 3513 2838 3513 2113 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-68\" transform=\"scale(0.015625)\"/>\r\n",
       "      </defs>\r\n",
       "      <use xlink:href=\"#DejaVuSans-74\"/>\r\n",
       "      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "      <use x=\"102.587891\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
       "      <use x=\"141.451172\" xlink:href=\"#DejaVuSans-6f\"/>\r\n",
       "      <use x=\"202.632812\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "      <use x=\"263.912109\" xlink:href=\"#DejaVuSans-74\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_23\">\r\n",
       "     <path d=\"M 126.092187 15.298437 \r\n",
       "L 146.092187 15.298437 \r\n",
       "\" style=\"fill:none;stroke:#008000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_24\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"136.092187\" xlink:href=\"#m9bb139c9c6\" y=\"15.298437\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_17\">\r\n",
       "     <!-- total -->\r\n",
       "     <g transform=\"translate(154.092187 18.798437)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-74\"/>\r\n",
       "      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-6f\"/>\r\n",
       "      <use x=\"100.390625\" xlink:href=\"#DejaVuSans-74\"/>\r\n",
       "      <use x=\"139.599609\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "      <use x=\"200.878906\" xlink:href=\"#DejaVuSans-6c\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_25\">\r\n",
       "     <path d=\"M 126.092187 29.976562 \r\n",
       "L 146.092187 29.976562 \r\n",
       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_26\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#ff0000;stroke:#ff0000;stroke-linejoin:bevel;\" x=\"136.092187\" xlink:href=\"#m409c2ee00b\" y=\"29.976562\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_18\">\r\n",
       "     <!-- pore -->\r\n",
       "     <g transform=\"translate(154.092187 33.476562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-70\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-6f\"/>\r\n",
       "      <use x=\"124.658203\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
       "      <use x=\"163.521484\" xlink:href=\"#DejaVuSans-65\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_27\">\r\n",
       "     <path d=\"M 196.957812 15.298437 \r\n",
       "L 216.957812 15.298437 \r\n",
       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_28\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#0000ff;stroke:#0000ff;stroke-linejoin:bevel;\" x=\"206.957812\" xlink:href=\"#m266c7c67e8\" y=\"15.298437\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_19\">\r\n",
       "     <!-- throat -->\r\n",
       "     <g transform=\"translate(224.957812 18.798437)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-74\"/>\r\n",
       "      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "      <use x=\"102.587891\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
       "      <use x=\"141.451172\" xlink:href=\"#DejaVuSans-6f\"/>\r\n",
       "      <use x=\"202.632812\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "      <use x=\"263.912109\" xlink:href=\"#DejaVuSans-74\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_29\">\r\n",
       "     <path d=\"M 196.957812 29.976562 \r\n",
       "L 216.957812 29.976562 \r\n",
       "\" style=\"fill:none;stroke:#008000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_30\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#008000;stroke:#008000;stroke-linejoin:bevel;\" x=\"206.957812\" xlink:href=\"#m9bb139c9c6\" y=\"29.976562\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_20\">\r\n",
       "     <!-- total -->\r\n",
       "     <g transform=\"translate(224.957812 33.476562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-74\"/>\r\n",
       "      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-6f\"/>\r\n",
       "      <use x=\"100.390625\" xlink:href=\"#DejaVuSans-74\"/>\r\n",
       "      <use x=\"139.599609\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "      <use x=\"200.878906\" xlink:href=\"#DejaVuSans-6c\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p510ff607ac\">\r\n",
       "   <rect height=\"203.85\" width=\"279\" x=\"43.78125\" y=\"43.63325\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x270 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=[4*1.25, 3*1.25])\n",
    "alg1.plot_intrusion_curve(ax=ax)\n",
    "alg2.plot_intrusion_curve(ax=ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we show an example where a characteristic entry pressure is applied to both pores and throats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"302.878125pt\" version=\"1.1\" viewBox=\"0 0 327.616121 302.878125\" width=\"327.616121pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:13:19.842026</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 302.878125 \r\n",
       "L 327.616121 302.878125 \r\n",
       "L 327.616121 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 26.925 279 \r\n",
       "L 305.925 279 \r\n",
       "L 305.925 7.2 \r\n",
       "L 26.925 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 86.424781 279 \r\n",
       "L 107.106621 279 \r\n",
       "L 107.106621 138.477551 \r\n",
       "L 86.424781 138.477551 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 107.106621 279 \r\n",
       "L 127.788461 279 \r\n",
       "L 127.788461 108.893878 \r\n",
       "L 107.106621 108.893878 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 127.788461 279 \r\n",
       "L 148.470301 279 \r\n",
       "L 148.470301 197.644898 \r\n",
       "L 127.788461 197.644898 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 148.470301 279 \r\n",
       "L 169.152141 279 \r\n",
       "L 169.152141 153.269388 \r\n",
       "L 148.470301 153.269388 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 169.152141 279 \r\n",
       "L 189.833981 279 \r\n",
       "L 189.833981 108.893878 \r\n",
       "L 169.152141 108.893878 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 189.833981 279 \r\n",
       "L 210.515821 279 \r\n",
       "L 210.515821 27.538776 \r\n",
       "L 189.833981 27.538776 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 210.515821 279 \r\n",
       "L 231.197661 279 \r\n",
       "L 231.197661 227.228571 \r\n",
       "L 210.515821 227.228571 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_10\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 231.197661 279 \r\n",
       "L 251.879502 279 \r\n",
       "L 251.879502 160.665306 \r\n",
       "L 231.197661 160.665306 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_11\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 251.879502 279 \r\n",
       "L 272.561342 279 \r\n",
       "L 272.561342 175.457143 \r\n",
       "L 251.879502 175.457143 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_12\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 272.561342 279 \r\n",
       "L 293.243182 279 \r\n",
       "L 293.243182 160.665306 \r\n",
       "L 272.561342 160.665306 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_13\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 39.606818 279 \r\n",
       "L 50.047036 279 \r\n",
       "L 50.047036 20.142857 \r\n",
       "L 39.606818 20.142857 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_14\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 50.047036 279 \r\n",
       "L 60.487255 279 \r\n",
       "L 60.487255 182.853061 \r\n",
       "L 50.047036 182.853061 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_15\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 60.487255 279 \r\n",
       "L 70.927473 279 \r\n",
       "L 70.927473 205.040816 \r\n",
       "L 60.487255 205.040816 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_16\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 70.927473 279 \r\n",
       "L 81.367691 279 \r\n",
       "L 81.367691 219.832653 \r\n",
       "L 70.927473 219.832653 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_17\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 81.367691 279 \r\n",
       "L 91.807909 279 \r\n",
       "L 91.807909 227.228571 \r\n",
       "L 81.367691 227.228571 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_18\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 91.807909 279 \r\n",
       "L 102.248127 279 \r\n",
       "L 102.248127 182.853061 \r\n",
       "L 91.807909 182.853061 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_19\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 102.248127 279 \r\n",
       "L 112.688346 279 \r\n",
       "L 112.688346 264.208163 \r\n",
       "L 102.248127 264.208163 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_20\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 112.688346 279 \r\n",
       "L 123.128564 279 \r\n",
       "L 123.128564 249.416327 \r\n",
       "L 112.688346 249.416327 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_21\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 123.128564 279 \r\n",
       "L 133.568782 279 \r\n",
       "L 133.568782 249.416327 \r\n",
       "L 123.128564 249.416327 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_22\">\r\n",
       "    <path clip-path=\"url(#pee9b8e24a6)\" d=\"M 133.568782 279 \r\n",
       "L 144.009 279 \r\n",
       "L 144.009 249.416327 \r\n",
       "L 133.568782 249.416327 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m4898fad45b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"33.4917\" xlink:href=\"#m4898fad45b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 5000 -->\r\n",
       "      <g transform=\"translate(20.7667 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 691 4666 \r\n",
       "L 3169 4666 \r\n",
       "L 3169 4134 \r\n",
       "L 1269 4134 \r\n",
       "L 1269 2991 \r\n",
       "Q 1406 3038 1543 3061 \r\n",
       "Q 1681 3084 1819 3084 \r\n",
       "Q 2600 3084 3056 2656 \r\n",
       "Q 3513 2228 3513 1497 \r\n",
       "Q 3513 744 3044 326 \r\n",
       "Q 2575 -91 1722 -91 \r\n",
       "Q 1428 -91 1123 -41 \r\n",
       "Q 819 9 494 109 \r\n",
       "L 494 744 \r\n",
       "Q 775 591 1075 516 \r\n",
       "Q 1375 441 1709 441 \r\n",
       "Q 2250 441 2565 725 \r\n",
       "Q 2881 1009 2881 1497 \r\n",
       "Q 2881 1984 2565 2268 \r\n",
       "Q 2250 2553 1709 2553 \r\n",
       "Q 1456 2553 1204 2497 \r\n",
       "Q 953 2441 691 2322 \r\n",
       "L 691 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"72.208582\" xlink:href=\"#m4898fad45b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <g transform=\"translate(56.302332 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 794 531 \r\n",
       "L 1825 531 \r\n",
       "L 1825 4091 \r\n",
       "L 703 3866 \r\n",
       "L 703 4441 \r\n",
       "L 1819 4666 \r\n",
       "L 2450 4666 \r\n",
       "L 2450 531 \r\n",
       "L 3481 531 \r\n",
       "L 3481 0 \r\n",
       "L 794 0 \r\n",
       "L 794 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"110.925463\" xlink:href=\"#m4898fad45b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(95.019213 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"149.642345\" xlink:href=\"#m4898fad45b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(133.736095 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"188.359226\" xlink:href=\"#m4898fad45b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(172.452976 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"227.076108\" xlink:href=\"#m4898fad45b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 30000 -->\r\n",
       "      <g transform=\"translate(211.169858 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2597 2516 \r\n",
       "Q 3050 2419 3304 2112 \r\n",
       "Q 3559 1806 3559 1356 \r\n",
       "Q 3559 666 3084 287 \r\n",
       "Q 2609 -91 1734 -91 \r\n",
       "Q 1441 -91 1130 -33 \r\n",
       "Q 819 25 488 141 \r\n",
       "L 488 750 \r\n",
       "Q 750 597 1062 519 \r\n",
       "Q 1375 441 1716 441 \r\n",
       "Q 2309 441 2620 675 \r\n",
       "Q 2931 909 2931 1356 \r\n",
       "Q 2931 1769 2642 2001 \r\n",
       "Q 2353 2234 1838 2234 \r\n",
       "L 1294 2234 \r\n",
       "L 1294 2753 \r\n",
       "L 1863 2753 \r\n",
       "Q 2328 2753 2575 2939 \r\n",
       "Q 2822 3125 2822 3475 \r\n",
       "Q 2822 3834 2567 4026 \r\n",
       "Q 2313 4219 1838 4219 \r\n",
       "Q 1578 4219 1281 4162 \r\n",
       "Q 984 4106 628 3988 \r\n",
       "L 628 4550 \r\n",
       "Q 988 4650 1302 4700 \r\n",
       "Q 1616 4750 1894 4750 \r\n",
       "Q 2613 4750 3031 4423 \r\n",
       "Q 3450 4097 3450 3541 \r\n",
       "Q 3450 3153 3228 2886 \r\n",
       "Q 3006 2619 2597 2516 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-33\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"265.79299\" xlink:href=\"#m4898fad45b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 35000 -->\r\n",
       "      <g transform=\"translate(249.88674 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"304.509871\" xlink:href=\"#m4898fad45b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 40000 -->\r\n",
       "      <g transform=\"translate(288.603621 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"me0dbfbc1a6\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#me0dbfbc1a6\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(13.5625 282.799219)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#me0dbfbc1a6\" y=\"242.020408\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 5 -->\r\n",
       "      <g transform=\"translate(13.5625 245.819627)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#me0dbfbc1a6\" y=\"205.040816\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 10 -->\r\n",
       "      <g transform=\"translate(7.2 208.840035)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#me0dbfbc1a6\" y=\"168.061224\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 15 -->\r\n",
       "      <g transform=\"translate(7.2 171.860443)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#me0dbfbc1a6\" y=\"131.081633\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(7.2 134.880851)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#me0dbfbc1a6\" y=\"94.102041\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 25 -->\r\n",
       "      <g transform=\"translate(7.2 97.90126)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#me0dbfbc1a6\" y=\"57.122449\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 30 -->\r\n",
       "      <g transform=\"translate(7.2 60.921668)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_16\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#me0dbfbc1a6\" y=\"20.142857\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_16\">\r\n",
       "      <!-- 35 -->\r\n",
       "      <g transform=\"translate(7.2 23.942076)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_23\">\r\n",
       "    <path d=\"M 26.925 279 \r\n",
       "L 26.925 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_24\">\r\n",
       "    <path d=\"M 305.925 279 \r\n",
       "L 305.925 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_25\">\r\n",
       "    <path d=\"M 26.925 279 \r\n",
       "L 305.925 279 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_26\">\r\n",
       "    <path d=\"M 26.925 7.2 \r\n",
       "L 305.925 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pee9b8e24a6\">\r\n",
       "   <rect height=\"271.8\" width=\"279\" x=\"26.925\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "N = 10\n",
    "net = op.network.Cubic(shape=[N, N, 1], spacing=2.5e-5)\n",
    "geom = op.geometry.SpheresAndCylinders(network=net, pores=net.Ps, throats=net.Ts)\n",
    "water = op.phases.Water(network=net)\n",
    "phys = op.physics.Standard(network=net, phase=water, geometry=geom)\n",
    "phys.add_model(propname='pore.entry_pressure',\n",
    "               model=op.models.physics.capillary_pressure.washburn,\n",
    "               diameter='pore.diameter')\n",
    "fig, ax = plt.subplots(figsize=[5, 5])\n",
    "ax.hist(phys['throat.entry_pressure'])\n",
    "ax.hist(phys['pore.entry_pressure'])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "alg1 = run_mp(phase=water, plot=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can use the basic plotting tools in OpenPNM to show that pores and throats are invaded individually by incrementing the invasion sequence"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "from openpnm.topotools import plot_coordinates, plot_connections"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['pore.cluster', 'pore.entry_pressure', 'pore.invasion_pressure', 'pore.invasion_saturation', 'pore.invasion_sequence', 'pore.trapped', 'throat.cluster', 'throat.entry_pressure', 'throat.invasion_pressure', 'throat.invasion_saturation', 'throat.invasion_sequence', 'throat.trapped']"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alg1.props()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_invasion_sequence(seq):\n",
    "    from openpnm.topotools import get_shape\n",
    "    pmask = alg1['pore.invasion_sequence'] < seq\n",
    "    tmask = alg1['throat.invasion_sequence'] < seq\n",
    "    fig, ax = plt.subplots(figsize=[5, 5])\n",
    "    # Uncomment the next 3 lines for a more rigorous plot\n",
    "    # plot_connections(network=net, throats=net.Ts[~tmask], c='k', linestyle='dashed', ax=ax)\n",
    "    # plot_connections(network=net, throats=net.Ts[tmask], c='b', ax=ax)\n",
    "    # plot_coordinates(network=net, pores=net.Ps[pmask], c='b', ax=ax)\n",
    "    # Comment the next line if using the above 3 lines for plotting\n",
    "    ax.imshow(pmask.reshape(get_shape(net)).squeeze().T)\n",
    "    ax.set_title(f'# invaded pores: {pmask.sum()}, throats: {tmask.sum()}')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "0074bd53222a4ac186f9b4eb4ef2065a",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(IntSlider(value=270, description='seq', max=270, min=1, step=10), Output()), _dom_classe…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "slider = IntSlider(min=1, max=alg1['throat.invasion_sequence'].max(), step=10, value=2300)\n",
    "interact(plot_invasion_sequence, seq=slider);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can simulate drainage and imbibition using the pore entry pressure on two phases. Here we set up a new network and the appropriate phase and physics objects. We use the contact angle in the air phase as 180 - the contact angle in the water phase but these values can be changed (and often are) to represent contact angle hysteresis."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"302.878125pt\" version=\"1.1\" viewBox=\"0 0 334.389653 302.878125\" width=\"334.389653pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:13:20.950738</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 302.878125 \r\n",
       "L 334.389653 302.878125 \r\n",
       "L 334.389653 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 39.65 279 \r\n",
       "L 318.65 279 \r\n",
       "L 318.65 7.2 \r\n",
       "L 39.65 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 215.39661 279 \r\n",
       "L 224.453767 279 \r\n",
       "L 224.453767 20.142857 \r\n",
       "L 215.39661 20.142857 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 224.453767 279 \r\n",
       "L 233.510925 279 \r\n",
       "L 233.510925 104.165941 \r\n",
       "L 224.453767 104.165941 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 233.510925 279 \r\n",
       "L 242.568082 279 \r\n",
       "L 242.568082 159.111167 \r\n",
       "L 233.510925 159.111167 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 242.568082 279 \r\n",
       "L 251.625239 279 \r\n",
       "L 251.625239 191.491242 \r\n",
       "L 242.568082 191.491242 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 251.625239 279 \r\n",
       "L 260.682396 279 \r\n",
       "L 260.682396 214.148122 \r\n",
       "L 251.625239 214.148122 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 260.682396 279 \r\n",
       "L 269.739553 279 \r\n",
       "L 269.739553 220.110459 \r\n",
       "L 260.682396 220.110459 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 269.739553 279 \r\n",
       "L 278.79671 279 \r\n",
       "L 278.79671 229.283284 \r\n",
       "L 269.739553 229.283284 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_10\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 278.79671 279 \r\n",
       "L 287.853867 279 \r\n",
       "L 287.853867 241.391414 \r\n",
       "L 278.79671 241.391414 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_11\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 287.853867 279 \r\n",
       "L 296.911025 279 \r\n",
       "L 296.911025 244.418447 \r\n",
       "L 287.853867 244.418447 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_12\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 296.911025 279 \r\n",
       "L 305.968182 279 \r\n",
       "L 305.968182 248.45449 \r\n",
       "L 296.911025 248.45449 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_13\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 52.331818 279 \r\n",
       "L 61.389563 279 \r\n",
       "L 61.389563 248.45449 \r\n",
       "L 52.331818 248.45449 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_14\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 61.389563 279 \r\n",
       "L 70.447308 279 \r\n",
       "L 70.447308 244.418447 \r\n",
       "L 61.389563 244.418447 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_15\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 70.447308 279 \r\n",
       "L 79.505052 279 \r\n",
       "L 79.505052 241.391414 \r\n",
       "L 70.447308 241.391414 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_16\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 79.505052 279 \r\n",
       "L 88.562797 279 \r\n",
       "L 88.562797 229.283284 \r\n",
       "L 79.505052 229.283284 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_17\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 88.562797 279 \r\n",
       "L 97.620542 279 \r\n",
       "L 97.620542 220.110459 \r\n",
       "L 88.562797 220.110459 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_18\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 97.620542 279 \r\n",
       "L 106.678287 279 \r\n",
       "L 106.678287 214.148122 \r\n",
       "L 97.620542 214.148122 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_19\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 106.678287 279 \r\n",
       "L 115.736031 279 \r\n",
       "L 115.736031 191.491242 \r\n",
       "L 106.678287 191.491242 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_20\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 115.736031 279 \r\n",
       "L 124.793776 279 \r\n",
       "L 124.793776 159.111167 \r\n",
       "L 115.736031 159.111167 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_21\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 124.793776 279 \r\n",
       "L 133.851521 279 \r\n",
       "L 133.851521 104.165941 \r\n",
       "L 124.793776 104.165941 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_22\">\r\n",
       "    <path clip-path=\"url(#p5ad377bf7b)\" d=\"M 133.851521 279 \r\n",
       "L 142.909265 279 \r\n",
       "L 142.909265 20.142857 \r\n",
       "L 133.851521 20.142857 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m3638903f4b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"47.024823\" xlink:href=\"#m3638903f4b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- −30000 -->\r\n",
       "      <g transform=\"translate(26.92873 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 678 2272 \r\n",
       "L 4684 2272 \r\n",
       "L 4684 1741 \r\n",
       "L 678 1741 \r\n",
       "L 678 2272 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-2212\" transform=\"scale(0.015625)\"/>\r\n",
       "        <path d=\"M 2597 2516 \r\n",
       "Q 3050 2419 3304 2112 \r\n",
       "Q 3559 1806 3559 1356 \r\n",
       "Q 3559 666 3084 287 \r\n",
       "Q 2609 -91 1734 -91 \r\n",
       "Q 1441 -91 1130 -33 \r\n",
       "Q 819 25 488 141 \r\n",
       "L 488 750 \r\n",
       "Q 750 597 1062 519 \r\n",
       "Q 1375 441 1716 441 \r\n",
       "Q 2309 441 2620 675 \r\n",
       "Q 2931 909 2931 1356 \r\n",
       "Q 2931 1769 2642 2001 \r\n",
       "Q 2353 2234 1838 2234 \r\n",
       "L 1294 2234 \r\n",
       "L 1294 2753 \r\n",
       "L 1863 2753 \r\n",
       "Q 2328 2753 2575 2939 \r\n",
       "Q 2822 3125 2822 3475 \r\n",
       "Q 2822 3834 2567 4026 \r\n",
       "Q 2313 4219 1838 4219 \r\n",
       "Q 1578 4219 1281 4162 \r\n",
       "Q 984 4106 628 3988 \r\n",
       "L 628 4550 \r\n",
       "Q 988 4650 1302 4700 \r\n",
       "Q 1616 4750 1894 4750 \r\n",
       "Q 2613 4750 3031 4423 \r\n",
       "Q 3450 4097 3450 3541 \r\n",
       "Q 3450 3153 3228 2886 \r\n",
       "Q 3006 2619 2597 2516 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-33\" transform=\"scale(0.015625)\"/>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"211.035156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"274.658203\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"338.28125\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"91.06792\" xlink:href=\"#m3638903f4b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- −20000 -->\r\n",
       "      <g transform=\"translate(70.971826 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"211.035156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"274.658203\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"338.28125\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"135.111017\" xlink:href=\"#m3638903f4b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- −10000 -->\r\n",
       "      <g transform=\"translate(115.014923 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 794 531 \r\n",
       "L 1825 531 \r\n",
       "L 1825 4091 \r\n",
       "L 703 3866 \r\n",
       "L 703 4441 \r\n",
       "L 1819 4666 \r\n",
       "L 2450 4666 \r\n",
       "L 2450 531 \r\n",
       "L 3481 531 \r\n",
       "L 3481 0 \r\n",
       "L 794 0 \r\n",
       "L 794 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"211.035156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"274.658203\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"338.28125\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"179.154113\" xlink:href=\"#m3638903f4b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(175.972863 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"223.19721\" xlink:href=\"#m3638903f4b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <g transform=\"translate(207.29096 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"267.240307\" xlink:href=\"#m3638903f4b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(251.334057 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"311.283403\" xlink:href=\"#m3638903f4b\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 30000 -->\r\n",
       "      <g transform=\"translate(295.377153 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"ma8d25008f0\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#ma8d25008f0\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(26.2875 282.799219)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#ma8d25008f0\" y=\"233.135871\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 500 -->\r\n",
       "      <g transform=\"translate(13.5625 236.93509)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 691 4666 \r\n",
       "L 3169 4666 \r\n",
       "L 3169 4134 \r\n",
       "L 1269 4134 \r\n",
       "L 1269 2991 \r\n",
       "Q 1406 3038 1543 3061 \r\n",
       "Q 1681 3084 1819 3084 \r\n",
       "Q 2600 3084 3056 2656 \r\n",
       "Q 3513 2228 3513 1497 \r\n",
       "Q 3513 744 3044 326 \r\n",
       "Q 2575 -91 1722 -91 \r\n",
       "Q 1428 -91 1123 -41 \r\n",
       "Q 819 9 494 109 \r\n",
       "L 494 744 \r\n",
       "Q 775 591 1075 516 \r\n",
       "Q 1375 441 1709 441 \r\n",
       "Q 2250 441 2565 725 \r\n",
       "Q 2881 1009 2881 1497 \r\n",
       "Q 2881 1984 2565 2268 \r\n",
       "Q 2250 2553 1709 2553 \r\n",
       "Q 1456 2553 1204 2497 \r\n",
       "Q 953 2441 691 2322 \r\n",
       "L 691 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#ma8d25008f0\" y=\"187.271742\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 1000 -->\r\n",
       "      <g transform=\"translate(7.2 191.070961)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#ma8d25008f0\" y=\"141.407614\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 1500 -->\r\n",
       "      <g transform=\"translate(7.2 145.206832)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#ma8d25008f0\" y=\"95.543485\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 2000 -->\r\n",
       "      <g transform=\"translate(7.2 99.342704)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#ma8d25008f0\" y=\"49.679356\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 2500 -->\r\n",
       "      <g transform=\"translate(7.2 53.478575)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_23\">\r\n",
       "    <path d=\"M 39.65 279 \r\n",
       "L 39.65 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_24\">\r\n",
       "    <path d=\"M 318.65 279 \r\n",
       "L 318.65 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_25\">\r\n",
       "    <path d=\"M 39.65 279 \r\n",
       "L 318.65 279 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_26\">\r\n",
       "    <path d=\"M 39.65 7.2 \r\n",
       "L 318.65 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p5ad377bf7b\">\r\n",
       "   <rect height=\"271.8\" width=\"279\" x=\"39.65\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "N = 100\n",
    "net = op.network.Cubic(shape=[N, N, 1], spacing=2.5e-5)\n",
    "geom = op.geometry.SpheresAndCylinders(network=net, pores=net.Ps, throats=net.Ts)\n",
    "water = op.phases.Water(network=net)\n",
    "air = op.phases.Air(network=net)\n",
    "water['pore.contact_angle'] = 120\n",
    "air['pore.contact_angle'] = 60\n",
    "phys_w = op.physics.Standard(network=net, phase=water, geometry=geom)\n",
    "phys_w.add_model(propname='pore.entry_pressure',\n",
    "                 model=op.models.physics.capillary_pressure.washburn,\n",
    "                 diameter='pore.diameter')\n",
    "phys_a = op.physics.Standard(network=net, phase=air, geometry=geom)\n",
    "phys_a.add_model(propname='pore.entry_pressure',\n",
    "                 model=op.models.physics.capillary_pressure.washburn,\n",
    "                 diameter='pore.diameter')\n",
    "phys_w['throat.entry_pressure'] = -1e9\n",
    "phys_a['throat.entry_pressure'] = -1e9\n",
    "fig, ax = plt.subplots(figsize=[5, 5])\n",
    "ax.hist(phys_w['pore.entry_pressure'])\n",
    "ax.hist(phys_a['pore.entry_pressure'])\n",
    "geom['pore.volume'][net['pore.surface']] = 0.0\n",
    "geom['throat.volume'] = 0.0\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Normally, an algorithm proceeds from the initial condition that the network is completley occupied with defender phase but it is also possible to start with a partially saturated network where a proportion is already invaded with ``residual`` saturation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"305.318344pt\" version=\"1.1\" viewBox=\"0 0 305.925 305.318344\" width=\"305.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:13:25.309068</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 305.318344 \r\n",
       "L 305.925 305.318344 \r\n",
       "L 305.925 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 298.725 281.440219 \r\n",
       "L 298.725 9.640219 \r\n",
       "L 26.925 9.640219 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#pd847497405)\">\r\n",
       "    <image height=\"100\" id=\"image823aabf20d\" style=\"image-rendering:crisp-edges;image-rendering:pixelated\" transform=\"matrix(2.72 0 0 2.72 26.925 9.440219)\" width=\"100\" xlink:href=\"data:image/png;base64,\r\n",
       "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\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mdc5132753c\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.284\" xlink:href=\"#mdc5132753c\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(25.10275 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"82.644\" xlink:href=\"#mdc5132753c\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(76.2815 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"137.004\" xlink:href=\"#mdc5132753c\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <g transform=\"translate(130.6415 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"191.364\" xlink:href=\"#mdc5132753c\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <g transform=\"translate(185.0015 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2113 2584 \r\n",
       "Q 1688 2584 1439 2293 \r\n",
       "Q 1191 2003 1191 1497 \r\n",
       "Q 1191 994 1439 701 \r\n",
       "Q 1688 409 2113 409 \r\n",
       "Q 2538 409 2786 701 \r\n",
       "Q 3034 994 3034 1497 \r\n",
       "Q 3034 2003 2786 2293 \r\n",
       "Q 2538 2584 2113 2584 \r\n",
       "z\r\n",
       "M 3366 4563 \r\n",
       "L 3366 3988 \r\n",
       "Q 3128 4100 2886 4159 \r\n",
       "Q 2644 4219 2406 4219 \r\n",
       "Q 1781 4219 1451 3797 \r\n",
       "Q 1122 3375 1075 2522 \r\n",
       "Q 1259 2794 1537 2939 \r\n",
       "Q 1816 3084 2150 3084 \r\n",
       "Q 2853 3084 3261 2657 \r\n",
       "Q 3669 2231 3669 1497 \r\n",
       "Q 3669 778 3244 343 \r\n",
       "Q 2819 -91 2113 -91 \r\n",
       "Q 1303 -91 875 529 \r\n",
       "Q 447 1150 447 2328 \r\n",
       "Q 447 3434 972 4092 \r\n",
       "Q 1497 4750 2381 4750 \r\n",
       "Q 2619 4750 2861 4703 \r\n",
       "Q 3103 4656 3366 4563 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"245.724\" xlink:href=\"#mdc5132753c\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 80 -->\r\n",
       "      <g transform=\"translate(239.3615 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 2216 \r\n",
       "Q 1584 2216 1326 1975 \r\n",
       "Q 1069 1734 1069 1313 \r\n",
       "Q 1069 891 1326 650 \r\n",
       "Q 1584 409 2034 409 \r\n",
       "Q 2484 409 2743 651 \r\n",
       "Q 3003 894 3003 1313 \r\n",
       "Q 3003 1734 2745 1975 \r\n",
       "Q 2488 2216 2034 2216 \r\n",
       "z\r\n",
       "M 1403 2484 \r\n",
       "Q 997 2584 770 2862 \r\n",
       "Q 544 3141 544 3541 \r\n",
       "Q 544 4100 942 4425 \r\n",
       "Q 1341 4750 2034 4750 \r\n",
       "Q 2731 4750 3128 4425 \r\n",
       "Q 3525 4100 3525 3541 \r\n",
       "Q 3525 3141 3298 2862 \r\n",
       "Q 3072 2584 2669 2484 \r\n",
       "Q 3125 2378 3379 2068 \r\n",
       "Q 3634 1759 3634 1313 \r\n",
       "Q 3634 634 3220 271 \r\n",
       "Q 2806 -91 2034 -91 \r\n",
       "Q 1263 -91 848 271 \r\n",
       "Q 434 634 434 1313 \r\n",
       "Q 434 1759 690 2068 \r\n",
       "Q 947 2378 1403 2484 \r\n",
       "z\r\n",
       "M 1172 3481 \r\n",
       "Q 1172 3119 1398 2916 \r\n",
       "Q 1625 2713 2034 2713 \r\n",
       "Q 2441 2713 2670 2916 \r\n",
       "Q 2900 3119 2900 3481 \r\n",
       "Q 2900 3844 2670 4047 \r\n",
       "Q 2441 4250 2034 4250 \r\n",
       "Q 1625 4250 1398 4047 \r\n",
       "Q 1172 3844 1172 3481 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m8e29ad7d72\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m8e29ad7d72\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(13.5625 14.798438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m8e29ad7d72\" y=\"65.359219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(7.2 69.158438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m8e29ad7d72\" y=\"119.719219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <g transform=\"translate(7.2 123.518438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m8e29ad7d72\" y=\"174.079219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <g transform=\"translate(7.2 177.878437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m8e29ad7d72\" y=\"228.439219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 80 -->\r\n",
       "      <g transform=\"translate(7.2 232.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 26.925 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 298.725 281.440219 \r\n",
       "L 298.725 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 298.725 281.440219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 26.925 9.640219 \r\n",
       "L 298.725 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pd847497405\">\r\n",
       "   <rect height=\"271.8\" width=\"271.8\" x=\"26.925\" y=\"9.640219\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "residual = np.zeros([N, N], dtype='bool')\n",
    "residual[:50, :] = True\n",
    "alg1 = run_mp(phase=water, plot=True, residual=residual.flatten())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.0, 1.0)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"306.677344pt\" version=\"1.1\" viewBox=\"0 0 332.209375 306.677344\" width=\"332.209375pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:13:27.112314</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 306.677344 \r\n",
       "L 332.209375 306.677344 \r\n",
       "L 332.209375 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 30.103125 282.799219 \r\n",
       "L 309.103125 282.799219 \r\n",
       "L 309.103125 10.999219 \r\n",
       "L 30.103125 10.999219 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m9d78c34124\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m9d78c34124\" y=\"282.799219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(26.921875 297.397656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"76.603125\" xlink:href=\"#m9d78c34124\" y=\"282.799219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 5000 -->\r\n",
       "      <g transform=\"translate(63.878125 297.397656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 691 4666 \r\n",
       "L 3169 4666 \r\n",
       "L 3169 4134 \r\n",
       "L 1269 4134 \r\n",
       "L 1269 2991 \r\n",
       "Q 1406 3038 1543 3061 \r\n",
       "Q 1681 3084 1819 3084 \r\n",
       "Q 2600 3084 3056 2656 \r\n",
       "Q 3513 2228 3513 1497 \r\n",
       "Q 3513 744 3044 326 \r\n",
       "Q 2575 -91 1722 -91 \r\n",
       "Q 1428 -91 1123 -41 \r\n",
       "Q 819 9 494 109 \r\n",
       "L 494 744 \r\n",
       "Q 775 591 1075 516 \r\n",
       "Q 1375 441 1709 441 \r\n",
       "Q 2250 441 2565 725 \r\n",
       "Q 2881 1009 2881 1497 \r\n",
       "Q 2881 1984 2565 2268 \r\n",
       "Q 2250 2553 1709 2553 \r\n",
       "Q 1456 2553 1204 2497 \r\n",
       "Q 953 2441 691 2322 \r\n",
       "L 691 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"123.103125\" xlink:href=\"#m9d78c34124\" y=\"282.799219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <g transform=\"translate(107.196875 297.397656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 794 531 \r\n",
       "L 1825 531 \r\n",
       "L 1825 4091 \r\n",
       "L 703 3866 \r\n",
       "L 703 4441 \r\n",
       "L 1819 4666 \r\n",
       "L 2450 4666 \r\n",
       "L 2450 531 \r\n",
       "L 3481 531 \r\n",
       "L 3481 0 \r\n",
       "L 794 0 \r\n",
       "L 794 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"169.603125\" xlink:href=\"#m9d78c34124\" y=\"282.799219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(153.696875 297.397656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"216.103125\" xlink:href=\"#m9d78c34124\" y=\"282.799219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(200.196875 297.397656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"262.603125\" xlink:href=\"#m9d78c34124\" y=\"282.799219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(246.696875 297.397656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"309.103125\" xlink:href=\"#m9d78c34124\" y=\"282.799219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 30000 -->\r\n",
       "      <g transform=\"translate(293.196875 297.397656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2597 2516 \r\n",
       "Q 3050 2419 3304 2112 \r\n",
       "Q 3559 1806 3559 1356 \r\n",
       "Q 3559 666 3084 287 \r\n",
       "Q 2609 -91 1734 -91 \r\n",
       "Q 1441 -91 1130 -33 \r\n",
       "Q 819 25 488 141 \r\n",
       "L 488 750 \r\n",
       "Q 750 597 1062 519 \r\n",
       "Q 1375 441 1716 441 \r\n",
       "Q 2309 441 2620 675 \r\n",
       "Q 2931 909 2931 1356 \r\n",
       "Q 2931 1769 2642 2001 \r\n",
       "Q 2353 2234 1838 2234 \r\n",
       "L 1294 2234 \r\n",
       "L 1294 2753 \r\n",
       "L 1863 2753 \r\n",
       "Q 2328 2753 2575 2939 \r\n",
       "Q 2822 3125 2822 3475 \r\n",
       "Q 2822 3834 2567 4026 \r\n",
       "Q 2313 4219 1838 4219 \r\n",
       "Q 1578 4219 1281 4162 \r\n",
       "Q 984 4106 628 3988 \r\n",
       "L 628 4550 \r\n",
       "Q 988 4650 1302 4700 \r\n",
       "Q 1616 4750 1894 4750 \r\n",
       "Q 2613 4750 3031 4423 \r\n",
       "Q 3450 4097 3450 3541 \r\n",
       "Q 3450 3153 3228 2886 \r\n",
       "Q 3006 2619 2597 2516 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-33\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"md7c924c6e1\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#md7c924c6e1\" y=\"282.799219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 0.0 -->\r\n",
       "      <g transform=\"translate(7.2 286.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 684 794 \r\n",
       "L 1344 794 \r\n",
       "L 1344 0 \r\n",
       "L 684 0 \r\n",
       "L 684 794 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-2e\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#md7c924c6e1\" y=\"228.439219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 0.2 -->\r\n",
       "      <g transform=\"translate(7.2 232.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#md7c924c6e1\" y=\"174.079219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 0.4 -->\r\n",
       "      <g transform=\"translate(7.2 177.878437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#md7c924c6e1\" y=\"119.719219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 0.6 -->\r\n",
       "      <g transform=\"translate(7.2 123.518437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2113 2584 \r\n",
       "Q 1688 2584 1439 2293 \r\n",
       "Q 1191 2003 1191 1497 \r\n",
       "Q 1191 994 1439 701 \r\n",
       "Q 1688 409 2113 409 \r\n",
       "Q 2538 409 2786 701 \r\n",
       "Q 3034 994 3034 1497 \r\n",
       "Q 3034 2003 2786 2293 \r\n",
       "Q 2538 2584 2113 2584 \r\n",
       "z\r\n",
       "M 3366 4563 \r\n",
       "L 3366 3988 \r\n",
       "Q 3128 4100 2886 4159 \r\n",
       "Q 2644 4219 2406 4219 \r\n",
       "Q 1781 4219 1451 3797 \r\n",
       "Q 1122 3375 1075 2522 \r\n",
       "Q 1259 2794 1537 2939 \r\n",
       "Q 1816 3084 2150 3084 \r\n",
       "Q 2853 3084 3261 2657 \r\n",
       "Q 3669 2231 3669 1497 \r\n",
       "Q 3669 778 3244 343 \r\n",
       "Q 2819 -91 2113 -91 \r\n",
       "Q 1303 -91 875 529 \r\n",
       "Q 447 1150 447 2328 \r\n",
       "Q 447 3434 972 4092 \r\n",
       "Q 1497 4750 2381 4750 \r\n",
       "Q 2619 4750 2861 4703 \r\n",
       "Q 3103 4656 3366 4563 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#md7c924c6e1\" y=\"65.359219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.8 -->\r\n",
       "      <g transform=\"translate(7.2 69.158437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 2216 \r\n",
       "Q 1584 2216 1326 1975 \r\n",
       "Q 1069 1734 1069 1313 \r\n",
       "Q 1069 891 1326 650 \r\n",
       "Q 1584 409 2034 409 \r\n",
       "Q 2484 409 2743 651 \r\n",
       "Q 3003 894 3003 1313 \r\n",
       "Q 3003 1734 2745 1975 \r\n",
       "Q 2488 2216 2034 2216 \r\n",
       "z\r\n",
       "M 1403 2484 \r\n",
       "Q 997 2584 770 2862 \r\n",
       "Q 544 3141 544 3541 \r\n",
       "Q 544 4100 942 4425 \r\n",
       "Q 1341 4750 2034 4750 \r\n",
       "Q 2731 4750 3128 4425 \r\n",
       "Q 3525 4100 3525 3541 \r\n",
       "Q 3525 3141 3298 2862 \r\n",
       "Q 3072 2584 2669 2484 \r\n",
       "Q 3125 2378 3379 2068 \r\n",
       "Q 3634 1759 3634 1313 \r\n",
       "Q 3634 634 3220 271 \r\n",
       "Q 2806 -91 2034 -91 \r\n",
       "Q 1263 -91 848 271 \r\n",
       "Q 434 634 434 1313 \r\n",
       "Q 434 1759 690 2068 \r\n",
       "Q 947 2378 1403 2484 \r\n",
       "z\r\n",
       "M 1172 3481 \r\n",
       "Q 1172 3119 1398 2916 \r\n",
       "Q 1625 2713 2034 2713 \r\n",
       "Q 2441 2713 2670 2916 \r\n",
       "Q 2900 3119 2900 3481 \r\n",
       "Q 2900 3844 2670 4047 \r\n",
       "Q 2441 4250 2034 4250 \r\n",
       "Q 1625 4250 1398 4047 \r\n",
       "Q 1172 3844 1172 3481 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#md7c924c6e1\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 1.0 -->\r\n",
       "      <g transform=\"translate(7.2 14.798437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_14\">\r\n",
       "    <path clip-path=\"url(#pa90264c77e)\" d=\"M -1 145.129435 \r\n",
       "L 108.060106 145.053001 \r\n",
       "L 109.494655 144.834095 \r\n",
       "L 109.606842 144.684197 \r\n",
       "L 110.531676 144.544073 \r\n",
       "L 113.108284 144.350443 \r\n",
       "L 113.930494 144.164267 \r\n",
       "L 121.756384 143.61635 \r\n",
       "L 122.29968 143.415775 \r\n",
       "L 123.936047 143.327175 \r\n",
       "L 123.992642 143.160787 \r\n",
       "L 125.587241 143.034515 \r\n",
       "L 125.595772 142.779905 \r\n",
       "L 126.387516 142.739338 \r\n",
       "L 126.498917 142.62223 \r\n",
       "L 127.858817 142.394829 \r\n",
       "L 129.399469 142.320373 \r\n",
       "L 131.808968 141.79909 \r\n",
       "L 133.530403 141.733067 \r\n",
       "L 134.230171 141.585466 \r\n",
       "L 137.816033 141.398087 \r\n",
       "L 138.012358 141.369269 \r\n",
       "L 138.623755 140.475755 \r\n",
       "L 139.536991 140.420011 \r\n",
       "L 139.975293 140.125557 \r\n",
       "L 140.068652 139.686911 \r\n",
       "L 141.09887 139.660431 \r\n",
       "L 141.650748 139.510328 \r\n",
       "L 141.660226 139.089313 \r\n",
       "L 144.069974 138.765393 \r\n",
       "L 144.228171 138.665878 \r\n",
       "L 145.325501 138.590249 \r\n",
       "L 145.490889 138.275553 \r\n",
       "L 145.821046 138.252184 \r\n",
       "L 146.003427 137.377439 \r\n",
       "L 146.333763 136.586342 \r\n",
       "L 146.828025 136.563573 \r\n",
       "L 147.367821 136.150722 \r\n",
       "L 148.713732 136.000515 \r\n",
       "L 148.757448 135.883877 \r\n",
       "L 148.944322 135.755441 \r\n",
       "L 149.303465 135.340911 \r\n",
       "L 150.414312 135.193235 \r\n",
       "L 150.511768 134.840471 \r\n",
       "L 150.663474 134.819806 \r\n",
       "L 150.756372 134.575868 \r\n",
       "L 151.409649 134.514586 \r\n",
       "L 151.492482 132.493095 \r\n",
       "L 151.532495 132.47287 \r\n",
       "L 151.707812 128.807625 \r\n",
       "L 152.629008 128.677607 \r\n",
       "L 152.671162 128.633946 \r\n",
       "L 154.054296 128.576147 \r\n",
       "L 154.653714 126.325013 \r\n",
       "L 157.725632 126.088112 \r\n",
       "L 158.025304 125.851012 \r\n",
       "L 160.425858 125.514639 \r\n",
       "L 160.807736 123.029789 \r\n",
       "L 161.778674 122.505009 \r\n",
       "L 161.883971 115.140877 \r\n",
       "L 162.23949 115.093705 \r\n",
       "L 162.879884 109.872491 \r\n",
       "L 162.902316 109.857029 \r\n",
       "L 163.035219 106.264029 \r\n",
       "L 164.171187 106.01071 \r\n",
       "L 164.43693 55.595561 \r\n",
       "L 164.50698 54.743173 \r\n",
       "L 164.801804 54.662785 \r\n",
       "L 164.935976 53.523117 \r\n",
       "L 165.189584 53.479008 \r\n",
       "L 165.207403 52.164254 \r\n",
       "L 165.620092 52.091298 \r\n",
       "L 165.822714 50.929108 \r\n",
       "L 165.95356 42.432032 \r\n",
       "L 166.032376 42.403196 \r\n",
       "L 166.156795 42.222922 \r\n",
       "L 166.612043 41.980394 \r\n",
       "L 166.760733 41.806242 \r\n",
       "L 167.199957 41.288683 \r\n",
       "L 167.248119 41.172803 \r\n",
       "L 167.312164 41.08262 \r\n",
       "L 167.553954 40.711471 \r\n",
       "L 167.835881 40.614214 \r\n",
       "L 168.015963 40.18729 \r\n",
       "L 168.875561 39.686629 \r\n",
       "L 169.059591 39.429193 \r\n",
       "L 170.360382 39.016214 \r\n",
       "L 170.441859 38.214637 \r\n",
       "L 171.27021 38.020367 \r\n",
       "L 171.386686 32.804204 \r\n",
       "L 171.56241 32.647661 \r\n",
       "L 171.691671 32.245659 \r\n",
       "L 171.993477 32.073893 \r\n",
       "L 172.353298 31.252675 \r\n",
       "L 172.556703 31.07434 \r\n",
       "L 172.571619 31.040909 \r\n",
       "L 173.090357 30.900063 \r\n",
       "L 173.219926 30.875307 \r\n",
       "L 173.318376 29.889816 \r\n",
       "L 173.444043 29.852906 \r\n",
       "L 173.555939 29.662073 \r\n",
       "L 173.679845 29.54605 \r\n",
       "L 173.820997 29.364862 \r\n",
       "L 174.140954 29.328411 \r\n",
       "L 174.276308 28.936168 \r\n",
       "L 174.414584 28.850743 \r\n",
       "L 174.486478 28.176569 \r\n",
       "L 175.450725 27.824627 \r\n",
       "L 176.135735 27.644146 \r\n",
       "L 176.196543 27.133301 \r\n",
       "L 176.783329 26.961602 \r\n",
       "L 176.822307 26.018243 \r\n",
       "L 177.67508 25.859377 \r\n",
       "L 178.193124 25.455268 \r\n",
       "L 179.544933 24.861219 \r\n",
       "L 179.65708 24.715277 \r\n",
       "L 180.033425 24.553486 \r\n",
       "L 180.461424 24.358683 \r\n",
       "L 180.559635 24.17105 \r\n",
       "L 180.681787 24.086307 \r\n",
       "L 181.057028 23.96455 \r\n",
       "L 181.144109 22.253285 \r\n",
       "L 182.945826 21.679693 \r\n",
       "L 183.040571 21.621585 \r\n",
       "L 183.368862 21.530867 \r\n",
       "L 183.497726 21.393654 \r\n",
       "L 184.415313 21.284482 \r\n",
       "L 186.702825 20.50273 \r\n",
       "L 186.703205 20.468094 \r\n",
       "L 188.131315 20.187709 \r\n",
       "L 188.266762 19.990249 \r\n",
       "L 188.974247 19.890296 \r\n",
       "L 189.550655 19.538531 \r\n",
       "L 189.821849 19.502912 \r\n",
       "L 189.931692 19.174074 \r\n",
       "L 190.126541 19.147521 \r\n",
       "L 190.144159 18.735615 \r\n",
       "L 190.87591 18.567658 \r\n",
       "L 191.046266 18.521742 \r\n",
       "L 192.458109 18.202167 \r\n",
       "L 192.46721 18.117729 \r\n",
       "L 194.485343 17.87658 \r\n",
       "L 194.53316 17.860284 \r\n",
       "L 195.307354 17.728107 \r\n",
       "L 195.33083 17.606308 \r\n",
       "L 195.89357 17.574414 \r\n",
       "L 196.168494 17.378485 \r\n",
       "L 196.753933 17.169681 \r\n",
       "L 197.66215 16.813468 \r\n",
       "L 199.650278 16.571816 \r\n",
       "L 199.756914 16.498936 \r\n",
       "L 201.51864 16.316334 \r\n",
       "L 202.721066 15.977769 \r\n",
       "L 203.694869 15.818129 \r\n",
       "L 204.822911 15.667391 \r\n",
       "L 206.285032 15.468922 \r\n",
       "L 207.02519 15.300009 \r\n",
       "L 216.139195 14.299033 \r\n",
       "L 217.120447 14.109507 \r\n",
       "L 230.727537 13.149733 \r\n",
       "L 232.696675 13.044096 \r\n",
       "L 234.511762 12.820654 \r\n",
       "L 235.717651 12.715483 \r\n",
       "L 261.660808 11.732088 \r\n",
       "L 286.806074 11.167934 \r\n",
       "L 295.403618 11.022125 \r\n",
       "L 295.403618 11.022125 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 30.103125 282.799219 \r\n",
       "L 30.103125 10.999219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 309.103125 282.799219 \r\n",
       "L 309.103125 10.999219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 30.103125 282.799219 \r\n",
       "L 309.103125 282.799219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 30.103125 10.999219 \r\n",
       "L 309.103125 10.999219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pa90264c77e\">\r\n",
       "   <rect height=\"271.8\" width=\"279\" x=\"30.103125\" y=\"10.999219\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "res_data = alg1.get_intrusion_data()\n",
    "fig, ax = plt.subplots(figsize=[5, 5])\n",
    "ax.plot(res_data.Pcap, res_data.S_tot)\n",
    "ax.set_xlim(0, 30000)\n",
    "ax.set_ylim(0, 1.0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First we define an injection algorithm and use the ``max_pressure`` argument for the run method to stop the invasion algorithm once all the elements have been invaded with entry pressure lower than this threshold."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "Pc_max = 14000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"305.318344pt\" version=\"1.1\" viewBox=\"0 0 305.925 305.318344\" width=\"305.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:13:29.587224</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 305.318344 \r\n",
       "L 305.925 305.318344 \r\n",
       "L 305.925 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 298.725 281.440219 \r\n",
       "L 298.725 9.640219 \r\n",
       "L 26.925 9.640219 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#pe1b77e7dfe)\">\r\n",
       "    <image height=\"100\" id=\"image1efde12477\" style=\"image-rendering:crisp-edges;image-rendering:pixelated\" transform=\"matrix(2.72 0 0 2.72 26.925 9.440219)\" width=\"100\" xlink:href=\"data:image/png;base64,\r\n",
       "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\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m950878315e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.284\" xlink:href=\"#m950878315e\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(25.10275 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"82.644\" xlink:href=\"#m950878315e\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(76.2815 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"137.004\" xlink:href=\"#m950878315e\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <g transform=\"translate(130.6415 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"191.364\" xlink:href=\"#m950878315e\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <g transform=\"translate(185.0015 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2113 2584 \r\n",
       "Q 1688 2584 1439 2293 \r\n",
       "Q 1191 2003 1191 1497 \r\n",
       "Q 1191 994 1439 701 \r\n",
       "Q 1688 409 2113 409 \r\n",
       "Q 2538 409 2786 701 \r\n",
       "Q 3034 994 3034 1497 \r\n",
       "Q 3034 2003 2786 2293 \r\n",
       "Q 2538 2584 2113 2584 \r\n",
       "z\r\n",
       "M 3366 4563 \r\n",
       "L 3366 3988 \r\n",
       "Q 3128 4100 2886 4159 \r\n",
       "Q 2644 4219 2406 4219 \r\n",
       "Q 1781 4219 1451 3797 \r\n",
       "Q 1122 3375 1075 2522 \r\n",
       "Q 1259 2794 1537 2939 \r\n",
       "Q 1816 3084 2150 3084 \r\n",
       "Q 2853 3084 3261 2657 \r\n",
       "Q 3669 2231 3669 1497 \r\n",
       "Q 3669 778 3244 343 \r\n",
       "Q 2819 -91 2113 -91 \r\n",
       "Q 1303 -91 875 529 \r\n",
       "Q 447 1150 447 2328 \r\n",
       "Q 447 3434 972 4092 \r\n",
       "Q 1497 4750 2381 4750 \r\n",
       "Q 2619 4750 2861 4703 \r\n",
       "Q 3103 4656 3366 4563 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"245.724\" xlink:href=\"#m950878315e\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 80 -->\r\n",
       "      <g transform=\"translate(239.3615 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 2216 \r\n",
       "Q 1584 2216 1326 1975 \r\n",
       "Q 1069 1734 1069 1313 \r\n",
       "Q 1069 891 1326 650 \r\n",
       "Q 1584 409 2034 409 \r\n",
       "Q 2484 409 2743 651 \r\n",
       "Q 3003 894 3003 1313 \r\n",
       "Q 3003 1734 2745 1975 \r\n",
       "Q 2488 2216 2034 2216 \r\n",
       "z\r\n",
       "M 1403 2484 \r\n",
       "Q 997 2584 770 2862 \r\n",
       "Q 544 3141 544 3541 \r\n",
       "Q 544 4100 942 4425 \r\n",
       "Q 1341 4750 2034 4750 \r\n",
       "Q 2731 4750 3128 4425 \r\n",
       "Q 3525 4100 3525 3541 \r\n",
       "Q 3525 3141 3298 2862 \r\n",
       "Q 3072 2584 2669 2484 \r\n",
       "Q 3125 2378 3379 2068 \r\n",
       "Q 3634 1759 3634 1313 \r\n",
       "Q 3634 634 3220 271 \r\n",
       "Q 2806 -91 2034 -91 \r\n",
       "Q 1263 -91 848 271 \r\n",
       "Q 434 634 434 1313 \r\n",
       "Q 434 1759 690 2068 \r\n",
       "Q 947 2378 1403 2484 \r\n",
       "z\r\n",
       "M 1172 3481 \r\n",
       "Q 1172 3119 1398 2916 \r\n",
       "Q 1625 2713 2034 2713 \r\n",
       "Q 2441 2713 2670 2916 \r\n",
       "Q 2900 3119 2900 3481 \r\n",
       "Q 2900 3844 2670 4047 \r\n",
       "Q 2441 4250 2034 4250 \r\n",
       "Q 1625 4250 1398 4047 \r\n",
       "Q 1172 3844 1172 3481 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"mf3c23e892f\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#mf3c23e892f\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(13.5625 14.798438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#mf3c23e892f\" y=\"65.359219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(7.2 69.158438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#mf3c23e892f\" y=\"119.719219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <g transform=\"translate(7.2 123.518438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#mf3c23e892f\" y=\"174.079219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <g transform=\"translate(7.2 177.878437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#mf3c23e892f\" y=\"228.439219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 80 -->\r\n",
       "      <g transform=\"translate(7.2 232.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 26.925 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 298.725 281.440219 \r\n",
       "L 298.725 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 298.725 281.440219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 26.925 9.640219 \r\n",
       "L 298.725 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pe1b77e7dfe\">\r\n",
       "   <rect height=\"271.8\" width=\"271.8\" x=\"26.925\" y=\"9.640219\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "inj = mp(network=net)\n",
    "inj.setup(phase=water)\n",
    "inj.set_inlets(pores=net.pores('left'))\n",
    "#inj.set_residual(pores=phase['pore.occupancy'])\n",
    "inj.run(max_pressure=Pc_max)\n",
    "inj.set_outlets(net.pores(['back', 'front', 'right']))\n",
    "#inj.apply_trapping()\n",
    "inv_points = np.arange(0, 100, 1)\n",
    "# returns data as well as plotting\n",
    "alg_data = inj.get_intrusion_data(inv_points=inv_points)\n",
    "fig, ax = plt.subplots(figsize=[5, 5])\n",
    "L = np.sqrt(net.Np).astype(int)\n",
    "mask = inj['pore.invasion_sequence'] > -1\n",
    "ax.imshow(mask.reshape([L, L]), cmap=plt.get_cmap('Blues'))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "inj_data = inj.get_intrusion_data()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we can run the next step using the results from the injection algorithm as residual saturation. Water withdrawal is equivalent to air invasion."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "air['pore.occupancy'] = inj['pore.invasion_sequence'] == -1\n",
    "withdrawal = mp(network=net)\n",
    "withdrawal.setup(phase=air)\n",
    "withdrawal.set_inlets(pores=net.pores(['back', 'front', 'right']))\n",
    "withdrawal.set_residual(pores=air['pore.occupancy'])\n",
    "withdrawal.run()\n",
    "withdrawal.set_outlets(net.pores(['right']))\n",
    "# inj.apply_trapping()\n",
    "# inv_points = np.arange(0, 100, 1)\n",
    "# returns data as well as plotting\n",
    "wth_data = withdrawal.get_intrusion_data()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Firstly we can verify that the initial condition for air invasion is the inverse of the final condition for water invasion"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"305.318344pt\" version=\"1.1\" viewBox=\"0 0 305.925 305.318344\" width=\"305.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:13:34.155205</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 305.318344 \r\n",
       "L 305.925 305.318344 \r\n",
       "L 305.925 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 298.725 281.440219 \r\n",
       "L 298.725 9.640219 \r\n",
       "L 26.925 9.640219 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#p2b96057828)\">\r\n",
       "    <image height=\"100\" id=\"imageaa1a9ff2fe\" style=\"image-rendering:crisp-edges;image-rendering:pixelated\" transform=\"matrix(2.72 0 0 2.72 26.925 9.440219)\" width=\"100\" xlink:href=\"data:image/png;base64,\r\n",
       "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\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m3afbef76e1\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.284\" xlink:href=\"#m3afbef76e1\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(25.10275 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"82.644\" xlink:href=\"#m3afbef76e1\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(76.2815 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"137.004\" xlink:href=\"#m3afbef76e1\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <g transform=\"translate(130.6415 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"191.364\" xlink:href=\"#m3afbef76e1\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <g transform=\"translate(185.0015 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2113 2584 \r\n",
       "Q 1688 2584 1439 2293 \r\n",
       "Q 1191 2003 1191 1497 \r\n",
       "Q 1191 994 1439 701 \r\n",
       "Q 1688 409 2113 409 \r\n",
       "Q 2538 409 2786 701 \r\n",
       "Q 3034 994 3034 1497 \r\n",
       "Q 3034 2003 2786 2293 \r\n",
       "Q 2538 2584 2113 2584 \r\n",
       "z\r\n",
       "M 3366 4563 \r\n",
       "L 3366 3988 \r\n",
       "Q 3128 4100 2886 4159 \r\n",
       "Q 2644 4219 2406 4219 \r\n",
       "Q 1781 4219 1451 3797 \r\n",
       "Q 1122 3375 1075 2522 \r\n",
       "Q 1259 2794 1537 2939 \r\n",
       "Q 1816 3084 2150 3084 \r\n",
       "Q 2853 3084 3261 2657 \r\n",
       "Q 3669 2231 3669 1497 \r\n",
       "Q 3669 778 3244 343 \r\n",
       "Q 2819 -91 2113 -91 \r\n",
       "Q 1303 -91 875 529 \r\n",
       "Q 447 1150 447 2328 \r\n",
       "Q 447 3434 972 4092 \r\n",
       "Q 1497 4750 2381 4750 \r\n",
       "Q 2619 4750 2861 4703 \r\n",
       "Q 3103 4656 3366 4563 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"245.724\" xlink:href=\"#m3afbef76e1\" y=\"281.440219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 80 -->\r\n",
       "      <g transform=\"translate(239.3615 296.038656)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 2216 \r\n",
       "Q 1584 2216 1326 1975 \r\n",
       "Q 1069 1734 1069 1313 \r\n",
       "Q 1069 891 1326 650 \r\n",
       "Q 1584 409 2034 409 \r\n",
       "Q 2484 409 2743 651 \r\n",
       "Q 3003 894 3003 1313 \r\n",
       "Q 3003 1734 2745 1975 \r\n",
       "Q 2488 2216 2034 2216 \r\n",
       "z\r\n",
       "M 1403 2484 \r\n",
       "Q 997 2584 770 2862 \r\n",
       "Q 544 3141 544 3541 \r\n",
       "Q 544 4100 942 4425 \r\n",
       "Q 1341 4750 2034 4750 \r\n",
       "Q 2731 4750 3128 4425 \r\n",
       "Q 3525 4100 3525 3541 \r\n",
       "Q 3525 3141 3298 2862 \r\n",
       "Q 3072 2584 2669 2484 \r\n",
       "Q 3125 2378 3379 2068 \r\n",
       "Q 3634 1759 3634 1313 \r\n",
       "Q 3634 634 3220 271 \r\n",
       "Q 2806 -91 2034 -91 \r\n",
       "Q 1263 -91 848 271 \r\n",
       "Q 434 634 434 1313 \r\n",
       "Q 434 1759 690 2068 \r\n",
       "Q 947 2378 1403 2484 \r\n",
       "z\r\n",
       "M 1172 3481 \r\n",
       "Q 1172 3119 1398 2916 \r\n",
       "Q 1625 2713 2034 2713 \r\n",
       "Q 2441 2713 2670 2916 \r\n",
       "Q 2900 3119 2900 3481 \r\n",
       "Q 2900 3844 2670 4047 \r\n",
       "Q 2441 4250 2034 4250 \r\n",
       "Q 1625 4250 1398 4047 \r\n",
       "Q 1172 3844 1172 3481 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"mba165465c3\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#mba165465c3\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(13.5625 14.798438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#mba165465c3\" y=\"65.359219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(7.2 69.158438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#mba165465c3\" y=\"119.719219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <g transform=\"translate(7.2 123.518438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#mba165465c3\" y=\"174.079219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <g transform=\"translate(7.2 177.878437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#mba165465c3\" y=\"228.439219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 80 -->\r\n",
       "      <g transform=\"translate(7.2 232.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 26.925 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 298.725 281.440219 \r\n",
       "L 298.725 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 26.925 281.440219 \r\n",
       "L 298.725 281.440219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 26.925 9.640219 \r\n",
       "L 298.725 9.640219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p2b96057828\">\r\n",
       "   <rect height=\"271.8\" width=\"271.8\" x=\"26.925\" y=\"9.640219\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=[5, 5])\n",
    "L = np.sqrt(net.Np).astype(int)\n",
    "mask = withdrawal['pore.invasion_sequence'] == 0\n",
    "ax.imshow(mask.reshape([L, L]),\n",
    "          cmap=plt.get_cmap('Blues'));"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we can plot both saturation curves, remembering to multiply the capillary pressure value by -1 for withdrawal at it represents pressure in the invading phases but capillary pressure is defined classically as Pc_nwp - Pc_wp. And also remembering to invert the phase occupancy for withdrawal to make it consistent with the water volume fraction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.0, 14000.0)"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<svg height=\"302.878125pt\" version=\"1.1\" viewBox=\"0 0 338.571875 302.878125\" width=\"338.571875pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2021-09-14T16:13:34.351288</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 302.878125 \r\n",
       "L 338.571875 302.878125 \r\n",
       "L 338.571875 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 36.465625 279 \r\n",
       "L 315.465625 279 \r\n",
       "L 315.465625 7.2 \r\n",
       "L 36.465625 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mfd5f126bde\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"36.465625\" xlink:href=\"#mfd5f126bde\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(33.284375 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 4250 \r\n",
       "Q 1547 4250 1301 3770 \r\n",
       "Q 1056 3291 1056 2328 \r\n",
       "Q 1056 1369 1301 889 \r\n",
       "Q 1547 409 2034 409 \r\n",
       "Q 2525 409 2770 889 \r\n",
       "Q 3016 1369 3016 2328 \r\n",
       "Q 3016 3291 2770 3770 \r\n",
       "Q 2525 4250 2034 4250 \r\n",
       "z\r\n",
       "M 2034 4750 \r\n",
       "Q 2819 4750 3233 4129 \r\n",
       "Q 3647 3509 3647 2328 \r\n",
       "Q 3647 1150 3233 529 \r\n",
       "Q 2819 -91 2034 -91 \r\n",
       "Q 1250 -91 836 529 \r\n",
       "Q 422 1150 422 2328 \r\n",
       "Q 422 3509 836 4129 \r\n",
       "Q 1250 4750 2034 4750 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"76.322768\" xlink:href=\"#mfd5f126bde\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 2000 -->\r\n",
       "      <g transform=\"translate(63.597768 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 1228 531 \r\n",
       "L 3431 531 \r\n",
       "L 3431 0 \r\n",
       "L 469 0 \r\n",
       "L 469 531 \r\n",
       "Q 828 903 1448 1529 \r\n",
       "Q 2069 2156 2228 2338 \r\n",
       "Q 2531 2678 2651 2914 \r\n",
       "Q 2772 3150 2772 3378 \r\n",
       "Q 2772 3750 2511 3984 \r\n",
       "Q 2250 4219 1831 4219 \r\n",
       "Q 1534 4219 1204 4116 \r\n",
       "Q 875 4013 500 3803 \r\n",
       "L 500 4441 \r\n",
       "Q 881 4594 1212 4672 \r\n",
       "Q 1544 4750 1819 4750 \r\n",
       "Q 2544 4750 2975 4387 \r\n",
       "Q 3406 4025 3406 3419 \r\n",
       "Q 3406 3131 3298 2873 \r\n",
       "Q 3191 2616 2906 2266 \r\n",
       "Q 2828 2175 2409 1742 \r\n",
       "Q 1991 1309 1228 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"116.179911\" xlink:href=\"#mfd5f126bde\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 4000 -->\r\n",
       "      <g transform=\"translate(103.454911 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2419 4116 \r\n",
       "L 825 1625 \r\n",
       "L 2419 1625 \r\n",
       "L 2419 4116 \r\n",
       "z\r\n",
       "M 2253 4666 \r\n",
       "L 3047 4666 \r\n",
       "L 3047 1625 \r\n",
       "L 3713 1625 \r\n",
       "L 3713 1100 \r\n",
       "L 3047 1100 \r\n",
       "L 3047 0 \r\n",
       "L 2419 0 \r\n",
       "L 2419 1100 \r\n",
       "L 313 1100 \r\n",
       "L 313 1709 \r\n",
       "L 2253 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"156.037054\" xlink:href=\"#mfd5f126bde\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 6000 -->\r\n",
       "      <g transform=\"translate(143.312054 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2113 2584 \r\n",
       "Q 1688 2584 1439 2293 \r\n",
       "Q 1191 2003 1191 1497 \r\n",
       "Q 1191 994 1439 701 \r\n",
       "Q 1688 409 2113 409 \r\n",
       "Q 2538 409 2786 701 \r\n",
       "Q 3034 994 3034 1497 \r\n",
       "Q 3034 2003 2786 2293 \r\n",
       "Q 2538 2584 2113 2584 \r\n",
       "z\r\n",
       "M 3366 4563 \r\n",
       "L 3366 3988 \r\n",
       "Q 3128 4100 2886 4159 \r\n",
       "Q 2644 4219 2406 4219 \r\n",
       "Q 1781 4219 1451 3797 \r\n",
       "Q 1122 3375 1075 2522 \r\n",
       "Q 1259 2794 1537 2939 \r\n",
       "Q 1816 3084 2150 3084 \r\n",
       "Q 2853 3084 3261 2657 \r\n",
       "Q 3669 2231 3669 1497 \r\n",
       "Q 3669 778 3244 343 \r\n",
       "Q 2819 -91 2113 -91 \r\n",
       "Q 1303 -91 875 529 \r\n",
       "Q 447 1150 447 2328 \r\n",
       "Q 447 3434 972 4092 \r\n",
       "Q 1497 4750 2381 4750 \r\n",
       "Q 2619 4750 2861 4703 \r\n",
       "Q 3103 4656 3366 4563 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"195.894196\" xlink:href=\"#mfd5f126bde\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 8000 -->\r\n",
       "      <g transform=\"translate(183.169196 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2034 2216 \r\n",
       "Q 1584 2216 1326 1975 \r\n",
       "Q 1069 1734 1069 1313 \r\n",
       "Q 1069 891 1326 650 \r\n",
       "Q 1584 409 2034 409 \r\n",
       "Q 2484 409 2743 651 \r\n",
       "Q 3003 894 3003 1313 \r\n",
       "Q 3003 1734 2745 1975 \r\n",
       "Q 2488 2216 2034 2216 \r\n",
       "z\r\n",
       "M 1403 2484 \r\n",
       "Q 997 2584 770 2862 \r\n",
       "Q 544 3141 544 3541 \r\n",
       "Q 544 4100 942 4425 \r\n",
       "Q 1341 4750 2034 4750 \r\n",
       "Q 2731 4750 3128 4425 \r\n",
       "Q 3525 4100 3525 3541 \r\n",
       "Q 3525 3141 3298 2862 \r\n",
       "Q 3072 2584 2669 2484 \r\n",
       "Q 3125 2378 3379 2068 \r\n",
       "Q 3634 1759 3634 1313 \r\n",
       "Q 3634 634 3220 271 \r\n",
       "Q 2806 -91 2034 -91 \r\n",
       "Q 1263 -91 848 271 \r\n",
       "Q 434 634 434 1313 \r\n",
       "Q 434 1759 690 2068 \r\n",
       "Q 947 2378 1403 2484 \r\n",
       "z\r\n",
       "M 1172 3481 \r\n",
       "Q 1172 3119 1398 2916 \r\n",
       "Q 1625 2713 2034 2713 \r\n",
       "Q 2441 2713 2670 2916 \r\n",
       "Q 2900 3119 2900 3481 \r\n",
       "Q 2900 3844 2670 4047 \r\n",
       "Q 2441 4250 2034 4250 \r\n",
       "Q 1625 4250 1398 4047 \r\n",
       "Q 1172 3844 1172 3481 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"235.751339\" xlink:href=\"#mfd5f126bde\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <g transform=\"translate(219.845089 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 794 531 \r\n",
       "L 1825 531 \r\n",
       "L 1825 4091 \r\n",
       "L 703 3866 \r\n",
       "L 703 4441 \r\n",
       "L 1819 4666 \r\n",
       "L 2450 4666 \r\n",
       "L 2450 531 \r\n",
       "L 3481 531 \r\n",
       "L 3481 0 \r\n",
       "L 794 0 \r\n",
       "L 794 531 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"275.608482\" xlink:href=\"#mfd5f126bde\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 12000 -->\r\n",
       "      <g transform=\"translate(259.702232 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"315.465625\" xlink:href=\"#mfd5f126bde\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 14000 -->\r\n",
       "      <g transform=\"translate(299.559375 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-34\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"mda7a3ad775\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"36.465625\" xlink:href=\"#mda7a3ad775\" y=\"266.645455\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 0.00 -->\r\n",
       "      <g transform=\"translate(7.2 270.444673)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 684 794 \r\n",
       "L 1344 794 \r\n",
       "L 1344 0 \r\n",
       "L 684 0 \r\n",
       "L 684 794 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-2e\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"36.465625\" xlink:href=\"#mda7a3ad775\" y=\"227.351077\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 0.05 -->\r\n",
       "      <g transform=\"translate(7.2 231.150295)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 691 4666 \r\n",
       "L 3169 4666 \r\n",
       "L 3169 4134 \r\n",
       "L 1269 4134 \r\n",
       "L 1269 2991 \r\n",
       "Q 1406 3038 1543 3061 \r\n",
       "Q 1681 3084 1819 3084 \r\n",
       "Q 2600 3084 3056 2656 \r\n",
       "Q 3513 2228 3513 1497 \r\n",
       "Q 3513 744 3044 326 \r\n",
       "Q 2575 -91 1722 -91 \r\n",
       "Q 1428 -91 1123 -41 \r\n",
       "Q 819 9 494 109 \r\n",
       "L 494 744 \r\n",
       "Q 775 591 1075 516 \r\n",
       "Q 1375 441 1709 441 \r\n",
       "Q 2250 441 2565 725 \r\n",
       "Q 2881 1009 2881 1497 \r\n",
       "Q 2881 1984 2565 2268 \r\n",
       "Q 2250 2553 1709 2553 \r\n",
       "Q 1456 2553 1204 2497 \r\n",
       "Q 953 2441 691 2322 \r\n",
       "L 691 4666 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"36.465625\" xlink:href=\"#mda7a3ad775\" y=\"188.056699\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 0.10 -->\r\n",
       "      <g transform=\"translate(7.2 191.855918)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"36.465625\" xlink:href=\"#mda7a3ad775\" y=\"148.762321\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.15 -->\r\n",
       "      <g transform=\"translate(7.2 152.56154)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-31\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"36.465625\" xlink:href=\"#mda7a3ad775\" y=\"109.467943\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 0.20 -->\r\n",
       "      <g transform=\"translate(7.2 113.267162)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"36.465625\" xlink:href=\"#mda7a3ad775\" y=\"70.173565\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 0.25 -->\r\n",
       "      <g transform=\"translate(7.2 73.972784)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"36.465625\" xlink:href=\"#mda7a3ad775\" y=\"30.879187\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 0.30 -->\r\n",
       "      <g transform=\"translate(7.2 34.678406)scale(0.1 -0.1)\">\r\n",
       "       <defs>\r\n",
       "        <path d=\"M 2597 2516 \r\n",
       "Q 3050 2419 3304 2112 \r\n",
       "Q 3559 1806 3559 1356 \r\n",
       "Q 3559 666 3084 287 \r\n",
       "Q 2609 -91 1734 -91 \r\n",
       "Q 1441 -91 1130 -33 \r\n",
       "Q 819 25 488 141 \r\n",
       "L 488 750 \r\n",
       "Q 750 597 1062 519 \r\n",
       "Q 1375 441 1716 441 \r\n",
       "Q 2309 441 2620 675 \r\n",
       "Q 2931 909 2931 1356 \r\n",
       "Q 2931 1769 2642 2001 \r\n",
       "Q 2353 2234 1838 2234 \r\n",
       "L 1294 2234 \r\n",
       "L 1294 2753 \r\n",
       "L 1863 2753 \r\n",
       "Q 2328 2753 2575 2939 \r\n",
       "Q 2822 3125 2822 3475 \r\n",
       "Q 2822 3834 2567 4026 \r\n",
       "Q 2313 4219 1838 4219 \r\n",
       "Q 1578 4219 1281 4162 \r\n",
       "Q 984 4106 628 3988 \r\n",
       "L 628 4550 \r\n",
       "Q 988 4650 1302 4700 \r\n",
       "Q 1616 4750 1894 4750 \r\n",
       "Q 2613 4750 3031 4423 \r\n",
       "Q 3450 4097 3450 3541 \r\n",
       "Q 3450 3153 3228 2886 \r\n",
       "Q 3006 2619 2597 2516 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-33\" transform=\"scale(0.015625)\"/>\r\n",
       "       </defs>\r\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-33\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#pa251c978d4)\" d=\"M -1 266.417858 \r\n",
       "L 201.885944 266.417856 \r\n",
       "L 202.903668 266.194407 \r\n",
       "L 203.037323 265.971495 \r\n",
       "L 204.713074 265.755178 \r\n",
       "L 210.776252 265.158428 \r\n",
       "L 212.210031 264.777167 \r\n",
       "L 213.477392 264.394343 \r\n",
       "L 219.701489 264.226886 \r\n",
       "L 220.764732 263.888636 \r\n",
       "L 222.280475 263.728054 \r\n",
       "L 222.592384 263.568279 \r\n",
       "L 224.271088 263.41275 \r\n",
       "L 224.597197 263.258028 \r\n",
       "L 225.292969 261.95712 \r\n",
       "L 226.347011 261.806637 \r\n",
       "L 228.338663 261.015222 \r\n",
       "L 228.436306 260.667957 \r\n",
       "L 233.980629 260.250877 \r\n",
       "L 234.055249 260.117327 \r\n",
       "L 235.277419 259.854631 \r\n",
       "L 237.935159 259.728649 \r\n",
       "L 238.233317 259.603225 \r\n",
       "L 239.169197 259.47953 \r\n",
       "L 239.283328 259.23236 \r\n",
       "L 239.38045 259.109051 \r\n",
       "L 240.100809 258.864364 \r\n",
       "L 240.962238 258.743895 \r\n",
       "L 243.272108 258.627417 \r\n",
       "L 243.806598 258.305652 \r\n",
       "L 244.519287 255.847967 \r\n",
       "L 244.998415 255.847967 \r\n",
       "L 245.806248 254.00236 \r\n",
       "L 246.294214 253.890843 \r\n",
       "L 247.164557 253.442451 \r\n",
       "L 247.414456 251.154169 \r\n",
       "L 251.241339 250.943183 \r\n",
       "L 251.704841 250.426164 \r\n",
       "L 254.220943 250.021514 \r\n",
       "L 257.119593 249.829304 \r\n",
       "L 257.17775 249.733483 \r\n",
       "L 258.230527 248.807071 \r\n",
       "L 263.761595 248.44468 \r\n",
       "L 263.890142 247.767154 \r\n",
       "L 265.742134 247.422212 \r\n",
       "L 268.898242 246.052957 \r\n",
       "L 269.075032 241.746303 \r\n",
       "L 269.845693 241.5842 \r\n",
       "L 270.306432 241.50363 \r\n",
       "L 272.513022 240.67501 \r\n",
       "L 273.364556 240.59752 \r\n",
       "L 273.68478 240.135864 \r\n",
       "L 275.04378 239.210837 \r\n",
       "L 275.914947 239.135797 \r\n",
       "L 277.940347 238.639183 \r\n",
       "L 278.03068 238.492948 \r\n",
       "L 279.540985 238.349118 \r\n",
       "L 279.777357 235.756761 \r\n",
       "L 279.987924 235.613981 \r\n",
       "L 280.705977 234.931936 \r\n",
       "L 281.449867 234.52441 \r\n",
       "L 282.005092 234.384842 \r\n",
       "L 282.057629 234.131707 \r\n",
       "L 282.322985 234.062383 \r\n",
       "L 283.163461 233.993764 \r\n",
       "L 284.517775 233.420666 \r\n",
       "L 285.84969 233.354241 \r\n",
       "L 290.533532 232.841246 \r\n",
       "L 292.627693 232.718358 \r\n",
       "L 292.679729 232.218564 \r\n",
       "L 293.988752 232.15824 \r\n",
       "L 294.403162 230.604055 \r\n",
       "L 294.893553 230.544362 \r\n",
       "L 295.232563 224.033589 \r\n",
       "L 295.463733 222.072892 \r\n",
       "L 298.019957 221.781806 \r\n",
       "L 298.191879 221.314178 \r\n",
       "L 298.975123 221.142854 \r\n",
       "L 300.806873 208.044167 \r\n",
       "L 302.192085 207.801687 \r\n",
       "L 302.410206 206.366251 \r\n",
       "L 302.712917 206.311665 \r\n",
       "L 303.03458 204.308888 \r\n",
       "L 303.121269 130.356872 \r\n",
       "L 303.612908 126.485511 \r\n",
       "L 303.909896 115.123119 \r\n",
       "L 305.001444 114.802304 \r\n",
       "L 305.026381 114.749117 \r\n",
       "L 305.443146 114.455239 \r\n",
       "L 306.190721 114.402737 \r\n",
       "L 306.255199 104.219379 \r\n",
       "L 306.429016 104.042243 \r\n",
       "L 306.850657 100.589484 \r\n",
       "L 307.512585 100.434127 \r\n",
       "L 307.654585 99.908333 \r\n",
       "L 308.123637 83.917762 \r\n",
       "L 308.980324 83.713371 \r\n",
       "L 309.159074 79.35934 \r\n",
       "L 309.376153 79.257931 \r\n",
       "L 309.43738 78.783286 \r\n",
       "L 309.660302 78.581064 \r\n",
       "L 310.077754 64.899207 \r\n",
       "L 310.457322 64.748674 \r\n",
       "L 310.555669 64.487691 \r\n",
       "L 311.269545 64.388181 \r\n",
       "L 311.320434 62.626384 \r\n",
       "L 311.342814 35.794999 \r\n",
       "L 311.480757 35.547768 \r\n",
       "L 311.683689 35.448831 \r\n",
       "L 312.352854 34.908032 \r\n",
       "L 312.642632 34.859125 \r\n",
       "L 312.783586 30.67418 \r\n",
       "L 314.050455 29.752298 \r\n",
       "L 314.35938 29.608175 \r\n",
       "L 314.461925 26.526893 \r\n",
       "L 314.980073 26.288049 \r\n",
       "L 315.175671 26.145124 \r\n",
       "L 315.232549 25.174796 \r\n",
       "L 315.258116 20.353473 \r\n",
       "L 315.408019 20.258469 \r\n",
       "L 315.444824 19.554545 \r\n",
       "L 315.444824 19.554545 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#pa251c978d4)\" d=\"M 339.571875 19.554545 \r\n",
       "L 314.47996 19.650056 \r\n",
       "L 314.274849 19.746122 \r\n",
       "L 309.393857 20.339477 \r\n",
       "L 308.998003 20.491912 \r\n",
       "L 307.785368 20.748452 \r\n",
       "L 307.620613 21.00671 \r\n",
       "L 307.530168 21.058447 \r\n",
       "L 305.24672 21.269367 \r\n",
       "L 303.784745 21.53109 \r\n",
       "L 303.116677 21.639775 \r\n",
       "L 303.083154 21.844111 \r\n",
       "L 302.501337 21.953424 \r\n",
       "L 302.117076 22.218718 \r\n",
       "L 300.973748 22.329723 \r\n",
       "L 300.895065 22.646652 \r\n",
       "L 297.676683 23.101296 \r\n",
       "L 297.655169 23.159126 \r\n",
       "L 296.463429 23.334584 \r\n",
       "L 295.656014 23.745431 \r\n",
       "L 295.61958 23.852363 \r\n",
       "L 293.873071 24.272417 \r\n",
       "L 293.691198 24.391549 \r\n",
       "L 292.560644 24.61885 \r\n",
       "L 292.240269 24.95206 \r\n",
       "L 290.483967 25.450303 \r\n",
       "L 290.123454 26.250322 \r\n",
       "L 288.477366 26.619164 \r\n",
       "L 288.362728 27.199611 \r\n",
       "L 287.904179 27.522905 \r\n",
       "L 287.297498 27.772542 \r\n",
       "L 287.277554 27.837851 \r\n",
       "L 286.606637 28.019564 \r\n",
       "L 286.578572 28.148939 \r\n",
       "L 285.473512 28.347923 \r\n",
       "L 285.473404 28.836377 \r\n",
       "L 285.129187 28.970341 \r\n",
       "L 284.908139 29.281036 \r\n",
       "L 284.512753 29.281036 \r\n",
       "L 284.340265 29.597872 \r\n",
       "L 284.228411 29.665622 \r\n",
       "L 283.097178 29.93842 \r\n",
       "L 282.845828 30.076052 \r\n",
       "L 282.754251 30.145026 \r\n",
       "L 282.702487 31.135711 \r\n",
       "L 282.04962 31.671243 \r\n",
       "L 281.939056 31.810484 \r\n",
       "L 281.888425 31.949878 \r\n",
       "L 281.062076 32.160508 \r\n",
       "L 280.854777 32.469407 \r\n",
       "L 280.721821 32.91822 \r\n",
       "L 280.509632 33.130801 \r\n",
       "L 280.221533 34.29014 \r\n",
       "L 279.740572 34.630059 \r\n",
       "L 279.736339 35.468818 \r\n",
       "L 279.467317 35.612349 \r\n",
       "L 279.412398 36.317476 \r\n",
       "L 279.190506 36.389534 \r\n",
       "L 279.133628 36.461642 \r\n",
       "L 278.668716 36.606624 \r\n",
       "L 278.558229 36.751848 \r\n",
       "L 278.370102 37.173442 \r\n",
       "L 278.301991 37.319118 \r\n",
       "L 277.976753 37.465414 \r\n",
       "L 277.956012 37.538582 \r\n",
       "L 276.322486 38.131656 \r\n",
       "L 276.270131 38.206378 \r\n",
       "L 275.90762 38.506379 \r\n",
       "L 275.508208 38.732265 \r\n",
       "L 275.017713 38.884036 \r\n",
       "L 274.238484 39.663509 \r\n",
       "L 273.918654 40.370879 \r\n",
       "L 273.863924 40.370879 \r\n",
       "L 273.764401 40.767256 \r\n",
       "L 273.597305 40.998926 \r\n",
       "L 272.997255 41.387155 \r\n",
       "L 272.939656 41.613295 \r\n",
       "L 272.79649 41.94889 \r\n",
       "L 272.528335 42.105538 \r\n",
       "L 272.2405 42.893608 \r\n",
       "L 272.126844 43.99393 \r\n",
       "L 271.433936 44.529007 \r\n",
       "L 271.393094 45.207517 \r\n",
       "L 270.86285 45.526829 \r\n",
       "L 270.668434 46.011155 \r\n",
       "L 268.91332 46.905553 \r\n",
       "L 268.89601 47.049275 \r\n",
       "L 268.435451 47.378925 \r\n",
       "L 267.916232 47.544987 \r\n",
       "L 267.714697 47.961249 \r\n",
       "L 267.631068 51.035846 \r\n",
       "L 267.399788 51.203119 \r\n",
       "L 267.043152 53.534063 \r\n",
       "L 266.761981 53.871134 \r\n",
       "L 266.189987 54.527031 \r\n",
       "L 265.914275 54.830322 \r\n",
       "L 265.830459 55.171724 \r\n",
       "L 265.694652 55.39714 \r\n",
       "L 265.508837 55.739725 \r\n",
       "L 265.083016 56.256213 \r\n",
       "L 264.981409 56.428803 \r\n",
       "L 264.816086 56.688289 \r\n",
       "L 264.114634 58.020415 \r\n",
       "L 263.953876 58.195448 \r\n",
       "L 263.835056 59.180579 \r\n",
       "L 263.323833 59.581034 \r\n",
       "L 263.219054 59.846042 \r\n",
       "L 263.024129 60.465578 \r\n",
       "L 262.829425 60.643083 \r\n",
       "L 262.577509 60.910302 \r\n",
       "L 262.32792 61.267439 \r\n",
       "L 262.120175 61.357117 \r\n",
       "L 261.989094 61.98003 \r\n",
       "L 261.546285 62.340667 \r\n",
       "L 261.5233 62.431061 \r\n",
       "L 261.349216 62.612261 \r\n",
       "L 261.247818 62.884221 \r\n",
       "L 261.070407 62.975163 \r\n",
       "L 260.760597 63.157745 \r\n",
       "L 260.506558 63.615286 \r\n",
       "L 260.381285 63.798724 \r\n",
       "L 260.263529 63.890653 \r\n",
       "L 260.159423 64.515458 \r\n",
       "L 259.720684 65.253752 \r\n",
       "L 259.48458 65.439537 \r\n",
       "L 259.265168 65.718839 \r\n",
       "L 259.224468 65.812061 \r\n",
       "L 258.958047 65.905617 \r\n",
       "L 258.714614 66.428361 \r\n",
       "L 258.612118 66.794896 \r\n",
       "L 258.377532 66.983453 \r\n",
       "L 258.262614 67.360844 \r\n",
       "L 258.242055 67.549772 \r\n",
       "L 258.017646 67.644525 \r\n",
       "L 257.780521 68.114969 \r\n",
       "L 257.176363 68.783995 \r\n",
       "L 257.106645 69.359295 \r\n",
       "L 256.813855 69.551877 \r\n",
       "L 256.794894 69.826734 \r\n",
       "L 256.455105 70.116864 \r\n",
       "L 256.446624 70.213661 \r\n",
       "L 255.448628 70.897389 \r\n",
       "L 255.34655 71.192094 \r\n",
       "L 255.013693 71.389452 \r\n",
       "L 254.662339 71.983369 \r\n",
       "L 254.554229 72.72581 \r\n",
       "L 254.400323 73.024346 \r\n",
       "L 254.351558 73.323124 \r\n",
       "L 254.131327 73.622604 \r\n",
       "L 253.948001 73.92279 \r\n",
       "L 253.628694 74.284208 \r\n",
       "L 253.40854 74.888655 \r\n",
       "L 253.020978 75.091529 \r\n",
       "L 252.834598 75.904412 \r\n",
       "L 252.141326 77.865631 \r\n",
       "L 251.830693 78.681973 \r\n",
       "L 251.682391 78.991948 \r\n",
       "L 251.255272 80.236674 \r\n",
       "L 251.121632 80.757195 \r\n",
       "L 250.868188 80.966092 \r\n",
       "L 250.581234 81.071065 \r\n",
       "L 250.374343 81.701639 \r\n",
       "L 250.126895 81.912882 \r\n",
       "L 249.97902 82.407206 \r\n",
       "L 249.892962 82.61914 \r\n",
       "L 249.583608 83.395095 \r\n",
       "L 249.405516 83.608517 \r\n",
       "L 249.296086 83.928999 \r\n",
       "L 248.960164 84.572265 \r\n",
       "L 248.898077 84.787164 \r\n",
       "L 248.660666 85.110443 \r\n",
       "L 248.546029 85.611461 \r\n",
       "L 248.143645 85.936776 \r\n",
       "L 248.068157 86.127161 \r\n",
       "L 247.748486 86.345503 \r\n",
       "L 247.692749 86.454842 \r\n",
       "L 247.32223 86.87496 \r\n",
       "L 247.178225 87.095097 \r\n",
       "L 247.000794 87.315923 \r\n",
       "L 246.540926 87.870002 \r\n",
       "L 246.457428 88.482893 \r\n",
       "L 246.157137 89.597954 \r\n",
       "L 246.048358 89.933668 \r\n",
       "L 245.955696 90.522749 \r\n",
       "L 245.819829 90.859506 \r\n",
       "L 245.806935 91.084135 \r\n",
       "L 245.483088 91.422145 \r\n",
       "L 245.47472 91.535001 \r\n",
       "L 245.269595 91.761352 \r\n",
       "L 245.095245 92.101632 \r\n",
       "L 244.511195 93.776433 \r\n",
       "L 244.382913 94.349191 \r\n",
       "L 244.222353 94.808562 \r\n",
       "L 244.117738 95.153489 \r\n",
       "L 243.820049 95.499963 \r\n",
       "L 243.774938 95.929669 \r\n",
       "L 243.310391 96.394359 \r\n",
       "L 243.13833 96.744146 \r\n",
       "L 243.041436 96.977882 \r\n",
       "L 242.749633 97.777339 \r\n",
       "L 242.569573 97.895035 \r\n",
       "L 242.054143 99.550119 \r\n",
       "L 241.987981 99.787406 \r\n",
       "L 241.886263 100.025124 \r\n",
       "L 241.805233 100.381958 \r\n",
       "L 241.601451 100.620605 \r\n",
       "L 241.08774 101.819703 \r\n",
       "L 240.919687 102.301401 \r\n",
       "L 240.14139 103.323692 \r\n",
       "L 240.021502 103.690011 \r\n",
       "L 239.393613 104.918441 \r\n",
       "L 239.318414 105.28862 \r\n",
       "L 239.017264 107.112545 \r\n",
       "L 238.834652 107.361109 \r\n",
       "L 238.655092 107.983588 \r\n",
       "L 238.469189 108.358325 \r\n",
       "L 238.246406 109.669039 \r\n",
       "L 238.167279 109.794611 \r\n",
       "L 238.092705 110.422885 \r\n",
       "L 237.923231 110.674896 \r\n",
       "L 237.321777 112.480861 \r\n",
       "L 237.17061 112.862893 \r\n",
       "L 236.149141 114.552652 \r\n",
       "L 236.071095 115.026674 \r\n",
       "L 235.859226 115.286613 \r\n",
       "L 235.459436 116.590729 \r\n",
       "L 235.369491 117.114322 \r\n",
       "L 234.490287 120.870046 \r\n",
       "L 234.248412 121.136379 \r\n",
       "L 233.661392 123.408639 \r\n",
       "L 233.570499 123.67771 \r\n",
       "L 233.471833 124.350902 \r\n",
       "L 233.229659 124.889561 \r\n",
       "L 232.412597 126.934442 \r\n",
       "L 232.372543 127.07149 \r\n",
       "L 231.933429 127.759516 \r\n",
       "L 231.838754 128.17375 \r\n",
       "L 231.649077 128.450545 \r\n",
       "L 231.581732 128.727771 \r\n",
       "L 231.253693 129.086011 \r\n",
       "L 231.13164 129.225696 \r\n",
       "L 230.826764 130.859985 \r\n",
       "L 230.502648 131.282531 \r\n",
       "L 229.895369 133.26631 \r\n",
       "L 229.716245 133.409087 \r\n",
       "L 229.555749 134.124149 \r\n",
       "L 229.470867 134.553816 \r\n",
       "L 229.203609 135.41592 \r\n",
       "L 228.741018 136.967401 \r\n",
       "L 228.547093 137.258107 \r\n",
       "L 228.44876 137.694643 \r\n",
       "L 228.279827 138.13244 \r\n",
       "L 228.169144 138.478616 \r\n",
       "L 227.787206 138.7726 \r\n",
       "L 227.687688 139.361653 \r\n",
       "L 227.502753 140.247132 \r\n",
       "L 227.19306 141.284996 \r\n",
       "L 227.046761 141.879744 \r\n",
       "L 226.89566 142.02896 \r\n",
       "L 226.145246 144.881491 \r\n",
       "L 226.121474 145.183559 \r\n",
       "L 225.959125 145.486435 \r\n",
       "L 225.928612 145.637947 \r\n",
       "L 225.732975 145.941866 \r\n",
       "L 225.670143 146.398027 \r\n",
       "L 222.327295 159.111373 \r\n",
       "L 222.054956 160.236999 \r\n",
       "L 221.707761 161.854385 \r\n",
       "L 221.341372 162.829807 \r\n",
       "L 221.19057 163.809499 \r\n",
       "L 220.776688 164.301768 \r\n",
       "L 220.487627 165.127874 \r\n",
       "L 220.435727 165.624299 \r\n",
       "L 220.027298 166.289433 \r\n",
       "L 219.916187 167.123122 \r\n",
       "L 218.969961 170.31889 \r\n",
       "L 218.687039 171.508402 \r\n",
       "L 217.810474 173.569191 \r\n",
       "L 216.983606 177.050759 \r\n",
       "L 216.32755 179.053142 \r\n",
       "L 216.042937 180.828037 \r\n",
       "L 215.353817 182.619159 \r\n",
       "L 214.208515 187.987378 \r\n",
       "L 214.111468 188.722431 \r\n",
       "L 213.779323 189.644386 \r\n",
       "L 213.488875 191.31195 \r\n",
       "L 213.329687 192.056405 \r\n",
       "L 213.228994 192.802479 \r\n",
       "L 212.918797 193.364368 \r\n",
       "L 212.778201 194.678577 \r\n",
       "L 211.582738 202.646707 \r\n",
       "L 208.625176 217.400693 \r\n",
       "L 208.30179 218.617434 \r\n",
       "L 207.695212 222.296672 \r\n",
       "L 206.887804 227.053753 \r\n",
       "L 206.682173 227.471387 \r\n",
       "L 205.971777 230.837044 \r\n",
       "L 205.595571 233.809892 \r\n",
       "L 204.577939 240.477372 \r\n",
       "L 203.963223 243.969766 \r\n",
       "L 203.534906 245.291614 \r\n",
       "L 202.989888 249.291239 \r\n",
       "L 202.591833 251.083319 \r\n",
       "L 202.472106 252.658669 \r\n",
       "L 201.061878 262.925454 \r\n",
       "L 201.061878 262.925454 \r\n",
       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 36.465625 279 \r\n",
       "L 36.465625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 315.465625 279 \r\n",
       "L 315.465625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 36.465625 279 \r\n",
       "L 315.465625 279 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 36.465625 7.2 \r\n",
       "L 315.465625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pa251c978d4\">\r\n",
       "   <rect height=\"271.8\" width=\"279\" x=\"36.465625\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=[5, 5])\n",
    "ax.plot(inj_data.Pcap, inj_data.S_tot)\n",
    "ax.plot(-wth_data.Pcap, 1-wth_data.S_tot)\n",
    "ax.set_xlim(0, Pc_max)"
   ]
  }
 ],
 "metadata": {
  "@webio": {
   "lastCommId": null,
   "lastKernelId": null
  },
  "kernelspec": {
   "display_name": "Python 3 (Spyder)",
   "language": "python3",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.6"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "138b41ce7f1941e68a5b9a881b2a4fe4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "2110c05eac09474a8ecd67037f5ecf5d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "2824812f2f1d451699f7ec9e6529ebc3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "SliderStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": "",
       "handle_color": null
      }
     },
     "2ef7c7775abe4919bb096d95e0c08383": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "IntSliderModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "IntSliderModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "IntSliderView",
       "continuous_update": true,
       "description": "seq",
       "description_tooltip": null,
       "disabled": false,
       "layout": "IPY_MODEL_138b41ce7f1941e68a5b9a881b2a4fe4",
       "max": 270,
       "min": 1,
       "orientation": "horizontal",
       "readout": true,
       "readout_format": "d",
       "step": 1,
       "style": "IPY_MODEL_2824812f2f1d451699f7ec9e6529ebc3",
       "value": 1
      }
     },
     "71ad64be5e1e4a2d95ac7a77f2d27557": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_2ef7c7775abe4919bb096d95e0c08383",
        "IPY_MODEL_9630955d60c94e879e30e5e3b6e09966"
       ],
       "layout": "IPY_MODEL_d74a8b75ef214b7781e96441a13b6a7e"
      }
     },
     "9630955d60c94e879e30e5e3b6e09966": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_2110c05eac09474a8ecd67037f5ecf5d",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<svg height=\"331.674375pt\" version=\"1.1\" viewBox=\"0 0 355.43125 331.674375\" width=\"355.43125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-06-24T07:26:41.422598</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.4.2, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M 0 331.674375 \nL 355.43125 331.674375 \nL 355.43125 0 \nL 0 0 \nz\n\" style=\"fill:none;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 69.23125 294.118125 \nL 348.23125 294.118125 \nL 348.23125 22.318125 \nL 69.23125 22.318125 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PathCollection_1\">\n    <defs>\n     <path d=\"M 0 1.581139 \nC 0.419323 1.581139 0.821528 1.41454 1.118034 1.118034 \nC 1.41454 0.821528 1.581139 0.419323 1.581139 0 \nC 1.581139 -0.419323 1.41454 -0.821528 1.118034 -1.118034 \nC 0.821528 -1.41454 0.419323 -1.581139 0 -1.581139 \nC -0.419323 -1.581139 -0.821528 -1.41454 -1.118034 -1.118034 \nC -1.41454 -0.821528 -1.581139 -0.419323 -1.581139 0 \nC -1.581139 0.419323 -1.41454 0.821528 -1.118034 1.118034 \nC -0.821528 1.41454 -0.419323 1.581139 0 1.581139 \nz\n\" id=\"m5544b21fd2\" style=\"stroke:#0000ff;\"/>\n    </defs>\n    <g clip-path=\"url(#pc77072f140)\">\n     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"81.913068\" xlink:href=\"#m5544b21fd2\" y=\"285.036307\"/>\n     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"81.913068\" xlink:href=\"#m5544b21fd2\" y=\"256.854489\"/>\n     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"81.913068\" xlink:href=\"#m5544b21fd2\" y=\"228.67267\"/>\n     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"81.913068\" xlink:href=\"#m5544b21fd2\" y=\"200.490852\"/>\n     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"81.913068\" xlink:href=\"#m5544b21fd2\" y=\"172.309034\"/>\n     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"81.913068\" xlink:href=\"#m5544b21fd2\" y=\"144.127216\"/>\n     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"81.913068\" xlink:href=\"#m5544b21fd2\" y=\"115.945398\"/>\n     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"81.913068\" xlink:href=\"#m5544b21fd2\" y=\"87.76358\"/>\n     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"81.913068\" xlink:href=\"#m5544b21fd2\" y=\"59.581761\"/>\n     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"81.913068\" xlink:href=\"#m5544b21fd2\" y=\"31.399943\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_1\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"md254f31d13\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"124.185795\" xlink:href=\"#md254f31d13\" y=\"294.118125\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- 0.00005 -->\n      <g transform=\"translate(103.509233 308.716563)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 2034 4250 \nQ 1547 4250 1301 3770 \nQ 1056 3291 1056 2328 \nQ 1056 1369 1301 889 \nQ 1547 409 2034 409 \nQ 2525 409 2770 889 \nQ 3016 1369 3016 2328 \nQ 3016 3291 2770 3770 \nQ 2525 4250 2034 4250 \nz\nM 2034 4750 \nQ 2819 4750 3233 4129 \nQ 3647 3509 3647 2328 \nQ 3647 1150 3233 529 \nQ 2819 -91 2034 -91 \nQ 1250 -91 836 529 \nQ 422 1150 422 2328 \nQ 422 3509 836 4129 \nQ 1250 4750 2034 4750 \nz\n\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\n        <path d=\"M 684 794 \nL 1344 794 \nL 1344 0 \nL 684 0 \nL 684 794 \nz\n\" id=\"DejaVuSans-2e\" transform=\"scale(0.015625)\"/>\n        <path d=\"M 691 4666 \nL 3169 4666 \nL 3169 4134 \nL 1269 4134 \nL 1269 2991 \nQ 1406 3038 1543 3061 \nQ 1681 3084 1819 3084 \nQ 2600 3084 3056 2656 \nQ 3513 2228 3513 1497 \nQ 3513 744 3044 326 \nQ 2575 -91 1722 -91 \nQ 1428 -91 1123 -41 \nQ 819 9 494 109 \nL 494 744 \nQ 775 591 1075 516 \nQ 1375 441 1709 441 \nQ 2250 441 2565 725 \nQ 2881 1009 2881 1497 \nQ 2881 1984 2565 2268 \nQ 2250 2553 1709 2553 \nQ 1456 2553 1204 2497 \nQ 953 2441 691 2322 \nL 691 4666 \nz\n\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"349.902344\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_2\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"180.549432\" xlink:href=\"#md254f31d13\" y=\"294.118125\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- 0.00010 -->\n      <g transform=\"translate(159.872869 308.716563)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 794 531 \nL 1825 531 \nL 1825 4091 \nL 703 3866 \nL 703 4441 \nL 1819 4666 \nL 2450 4666 \nL 2450 531 \nL 3481 531 \nL 3481 0 \nL 794 0 \nL 794 531 \nz\n\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"349.902344\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_3\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"236.913068\" xlink:href=\"#md254f31d13\" y=\"294.118125\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- 0.00015 -->\n      <g transform=\"translate(216.236506 308.716563)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"349.902344\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_4\">\n     <g id=\"line2d_4\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"293.276705\" xlink:href=\"#md254f31d13\" y=\"294.118125\"/>\n      </g>\n     </g>\n     <g id=\"text_4\">\n      <!-- 0.00020 -->\n      <g transform=\"translate(272.600142 308.716563)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 1228 531 \nL 3431 531 \nL 3431 0 \nL 469 0 \nL 469 531 \nQ 828 903 1448 1529 \nQ 2069 2156 2228 2338 \nQ 2531 2678 2651 2914 \nQ 2772 3150 2772 3378 \nQ 2772 3750 2511 3984 \nQ 2250 4219 1831 4219 \nQ 1534 4219 1204 4116 \nQ 875 4013 500 3803 \nL 500 4441 \nQ 881 4594 1212 4672 \nQ 1544 4750 1819 4750 \nQ 2544 4750 2975 4387 \nQ 3406 4025 3406 3419 \nQ 3406 3131 3298 2873 \nQ 3191 2616 2906 2266 \nQ 2828 2175 2409 1742 \nQ 1991 1309 1228 531 \nz\n\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-32\"/>\n       <use x=\"349.902344\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_5\">\n     <!-- X -->\n     <g transform=\"translate(205.30625 322.394687)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 403 4666 \nL 1081 4666 \nL 2241 2931 \nL 3406 4666 \nL 4084 4666 \nL 2584 2425 \nL 4184 0 \nL 3506 0 \nL 2194 1984 \nL 872 0 \nL 191 0 \nL 1856 2491 \nL 403 4666 \nz\n\" id=\"DejaVuSans-58\" transform=\"scale(0.015625)\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-58\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_5\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"m030a72665b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"69.23125\" xlink:href=\"#m030a72665b\" y=\"242.76358\"/>\n      </g>\n     </g>\n     <g id=\"text_6\">\n      <!-- 0.00005 -->\n      <g transform=\"translate(20.878125 246.562798)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"349.902344\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_6\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"69.23125\" xlink:href=\"#m030a72665b\" y=\"186.399943\"/>\n      </g>\n     </g>\n     <g id=\"text_7\">\n      <!-- 0.00010 -->\n      <g transform=\"translate(20.878125 190.199162)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"349.902344\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_7\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"69.23125\" xlink:href=\"#m030a72665b\" y=\"130.036307\"/>\n      </g>\n     </g>\n     <g id=\"text_8\">\n      <!-- 0.00015 -->\n      <g transform=\"translate(20.878125 133.835526)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"349.902344\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_4\">\n     <g id=\"line2d_8\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"69.23125\" xlink:href=\"#m030a72665b\" y=\"73.67267\"/>\n      </g>\n     </g>\n     <g id=\"text_9\">\n      <!-- 0.00020 -->\n      <g transform=\"translate(20.878125 77.471889)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-32\"/>\n       <use x=\"349.902344\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_10\">\n     <!-- Y -->\n     <g transform=\"translate(14.798437 161.272031)rotate(-90)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M -13 4666 \nL 666 4666 \nL 1959 2747 \nL 3244 4666 \nL 3922 4666 \nL 2272 2222 \nL 2272 0 \nL 1638 0 \nL 1638 2222 \nL -13 4666 \nz\n\" id=\"DejaVuSans-59\" transform=\"scale(0.015625)\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-59\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"LineCollection_1\">\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 285.036307 \nL 81.913068 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 256.854489 \nL 81.913068 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 228.67267 \nL 81.913068 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 200.490852 \nL 81.913068 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 172.309034 \nL 81.913068 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 144.127216 \nL 81.913068 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 115.945398 \nL 81.913068 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 87.76358 \nL 81.913068 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 59.581761 \nL 81.913068 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 285.036307 \nL 110.094886 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 256.854489 \nL 110.094886 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 228.67267 \nL 110.094886 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 200.490852 \nL 110.094886 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 172.309034 \nL 110.094886 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 144.127216 \nL 110.094886 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 115.945398 \nL 110.094886 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 87.76358 \nL 110.094886 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 59.581761 \nL 110.094886 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 285.036307 \nL 138.276705 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 256.854489 \nL 138.276705 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 228.67267 \nL 138.276705 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 200.490852 \nL 138.276705 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 172.309034 \nL 138.276705 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 144.127216 \nL 138.276705 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 115.945398 \nL 138.276705 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 87.76358 \nL 138.276705 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 59.581761 \nL 138.276705 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 285.036307 \nL 166.458523 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 256.854489 \nL 166.458523 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 228.67267 \nL 166.458523 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 200.490852 \nL 166.458523 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 172.309034 \nL 166.458523 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 144.127216 \nL 166.458523 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 115.945398 \nL 166.458523 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 87.76358 \nL 166.458523 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 59.581761 \nL 166.458523 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 285.036307 \nL 194.640341 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 256.854489 \nL 194.640341 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 228.67267 \nL 194.640341 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 200.490852 \nL 194.640341 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 172.309034 \nL 194.640341 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 144.127216 \nL 194.640341 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 115.945398 \nL 194.640341 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 87.76358 \nL 194.640341 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 59.581761 \nL 194.640341 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 285.036307 \nL 222.822159 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 256.854489 \nL 222.822159 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 228.67267 \nL 222.822159 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 200.490852 \nL 222.822159 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 172.309034 \nL 222.822159 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 144.127216 \nL 222.822159 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 115.945398 \nL 222.822159 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 87.76358 \nL 222.822159 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 59.581761 \nL 222.822159 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 285.036307 \nL 251.003977 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 256.854489 \nL 251.003977 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 228.67267 \nL 251.003977 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 200.490852 \nL 251.003977 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 172.309034 \nL 251.003977 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 144.127216 \nL 251.003977 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 115.945398 \nL 251.003977 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 87.76358 \nL 251.003977 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 59.581761 \nL 251.003977 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 285.036307 \nL 279.185795 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 256.854489 \nL 279.185795 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 228.67267 \nL 279.185795 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 200.490852 \nL 279.185795 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 172.309034 \nL 279.185795 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 144.127216 \nL 279.185795 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 115.945398 \nL 279.185795 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 87.76358 \nL 279.185795 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 59.581761 \nL 279.185795 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 285.036307 \nL 307.367614 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 256.854489 \nL 307.367614 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 228.67267 \nL 307.367614 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 200.490852 \nL 307.367614 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 172.309034 \nL 307.367614 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 144.127216 \nL 307.367614 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 115.945398 \nL 307.367614 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 87.76358 \nL 307.367614 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 59.581761 \nL 307.367614 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 335.549432 285.036307 \nL 335.549432 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 335.549432 256.854489 \nL 335.549432 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 335.549432 228.67267 \nL 335.549432 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 335.549432 200.490852 \nL 335.549432 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 335.549432 172.309034 \nL 335.549432 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 335.549432 144.127216 \nL 335.549432 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 335.549432 115.945398 \nL 335.549432 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 335.549432 87.76358 \nL 335.549432 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 335.549432 59.581761 \nL 335.549432 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 285.036307 \nL 110.094886 285.036307 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 256.854489 \nL 110.094886 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 228.67267 \nL 110.094886 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 200.490852 \nL 110.094886 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 172.309034 \nL 110.094886 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 144.127216 \nL 110.094886 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 115.945398 \nL 110.094886 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 87.76358 \nL 110.094886 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 59.581761 \nL 110.094886 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 81.913068 31.399943 \nL 110.094886 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 285.036307 \nL 138.276705 285.036307 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 256.854489 \nL 138.276705 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 228.67267 \nL 138.276705 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 200.490852 \nL 138.276705 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 172.309034 \nL 138.276705 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 144.127216 \nL 138.276705 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 115.945398 \nL 138.276705 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 87.76358 \nL 138.276705 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 59.581761 \nL 138.276705 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 110.094886 31.399943 \nL 138.276705 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 285.036307 \nL 166.458523 285.036307 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 256.854489 \nL 166.458523 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 228.67267 \nL 166.458523 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 200.490852 \nL 166.458523 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 172.309034 \nL 166.458523 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 144.127216 \nL 166.458523 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 115.945398 \nL 166.458523 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 87.76358 \nL 166.458523 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 59.581761 \nL 166.458523 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 138.276705 31.399943 \nL 166.458523 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 285.036307 \nL 194.640341 285.036307 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 256.854489 \nL 194.640341 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 228.67267 \nL 194.640341 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 200.490852 \nL 194.640341 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 172.309034 \nL 194.640341 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 144.127216 \nL 194.640341 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 115.945398 \nL 194.640341 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 87.76358 \nL 194.640341 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 59.581761 \nL 194.640341 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 166.458523 31.399943 \nL 194.640341 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 285.036307 \nL 222.822159 285.036307 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 256.854489 \nL 222.822159 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 228.67267 \nL 222.822159 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 200.490852 \nL 222.822159 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 172.309034 \nL 222.822159 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 144.127216 \nL 222.822159 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 115.945398 \nL 222.822159 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 87.76358 \nL 222.822159 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 59.581761 \nL 222.822159 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 194.640341 31.399943 \nL 222.822159 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 285.036307 \nL 251.003977 285.036307 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 256.854489 \nL 251.003977 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 228.67267 \nL 251.003977 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 200.490852 \nL 251.003977 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 172.309034 \nL 251.003977 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 144.127216 \nL 251.003977 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 115.945398 \nL 251.003977 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 87.76358 \nL 251.003977 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 59.581761 \nL 251.003977 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 222.822159 31.399943 \nL 251.003977 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 285.036307 \nL 279.185795 285.036307 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 256.854489 \nL 279.185795 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 228.67267 \nL 279.185795 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 200.490852 \nL 279.185795 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 172.309034 \nL 279.185795 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 144.127216 \nL 279.185795 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 115.945398 \nL 279.185795 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 87.76358 \nL 279.185795 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 59.581761 \nL 279.185795 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 251.003977 31.399943 \nL 279.185795 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 285.036307 \nL 307.367614 285.036307 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 256.854489 \nL 307.367614 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 228.67267 \nL 307.367614 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 200.490852 \nL 307.367614 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 172.309034 \nL 307.367614 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 144.127216 \nL 307.367614 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 115.945398 \nL 307.367614 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 87.76358 \nL 307.367614 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 59.581761 \nL 307.367614 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 279.185795 31.399943 \nL 307.367614 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 285.036307 \nL 335.549432 285.036307 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 256.854489 \nL 335.549432 256.854489 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 228.67267 \nL 335.549432 228.67267 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 200.490852 \nL 335.549432 200.490852 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 172.309034 \nL 335.549432 172.309034 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 144.127216 \nL 335.549432 144.127216 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 115.945398 \nL 335.549432 115.945398 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 87.76358 \nL 335.549432 87.76358 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 59.581761 \nL 335.549432 59.581761 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n    <path clip-path=\"url(#pc77072f140)\" d=\"M 307.367614 31.399943 \nL 335.549432 31.399943 \n\" style=\"fill:none;stroke:#000000;stroke-dasharray:3.7,1.6;stroke-dashoffset:0;\"/>\n   </g>\n   <g id=\"LineCollection_2\"/>\n   <g id=\"patch_3\">\n    <path d=\"M 69.23125 294.118125 \nL 69.23125 22.318125 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_4\">\n    <path d=\"M 348.23125 294.118125 \nL 348.23125 22.318125 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_5\">\n    <path d=\"M 69.23125 294.118125 \nL 348.23125 294.118125 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_6\">\n    <path d=\"M 69.23125 22.318125 \nL 348.23125 22.318125 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"text_11\">\n    <!-- Invaded pores: 10 Invaded throats: 0 -->\n    <g transform=\"translate(97.539062 16.318125)scale(0.12 -0.12)\">\n     <defs>\n      <path d=\"M 628 4666 \nL 1259 4666 \nL 1259 0 \nL 628 0 \nL 628 4666 \nz\n\" id=\"DejaVuSans-49\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 3513 2113 \nL 3513 0 \nL 2938 0 \nL 2938 2094 \nQ 2938 2591 2744 2837 \nQ 2550 3084 2163 3084 \nQ 1697 3084 1428 2787 \nQ 1159 2491 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1366 3272 1645 3428 \nQ 1925 3584 2291 3584 \nQ 2894 3584 3203 3211 \nQ 3513 2838 3513 2113 \nz\n\" id=\"DejaVuSans-6e\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 191 3500 \nL 800 3500 \nL 1894 563 \nL 2988 3500 \nL 3597 3500 \nL 2284 0 \nL 1503 0 \nL 191 3500 \nz\n\" id=\"DejaVuSans-76\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 2194 1759 \nQ 1497 1759 1228 1600 \nQ 959 1441 959 1056 \nQ 959 750 1161 570 \nQ 1363 391 1709 391 \nQ 2188 391 2477 730 \nQ 2766 1069 2766 1631 \nL 2766 1759 \nL 2194 1759 \nz\nM 3341 1997 \nL 3341 0 \nL 2766 0 \nL 2766 531 \nQ 2569 213 2275 61 \nQ 1981 -91 1556 -91 \nQ 1019 -91 701 211 \nQ 384 513 384 1019 \nQ 384 1609 779 1909 \nQ 1175 2209 1959 2209 \nL 2766 2209 \nL 2766 2266 \nQ 2766 2663 2505 2880 \nQ 2244 3097 1772 3097 \nQ 1472 3097 1187 3025 \nQ 903 2953 641 2809 \nL 641 3341 \nQ 956 3463 1253 3523 \nQ 1550 3584 1831 3584 \nQ 2591 3584 2966 3190 \nQ 3341 2797 3341 1997 \nz\n\" id=\"DejaVuSans-61\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 2906 2969 \nL 2906 4863 \nL 3481 4863 \nL 3481 0 \nL 2906 0 \nL 2906 525 \nQ 2725 213 2448 61 \nQ 2172 -91 1784 -91 \nQ 1150 -91 751 415 \nQ 353 922 353 1747 \nQ 353 2572 751 3078 \nQ 1150 3584 1784 3584 \nQ 2172 3584 2448 3432 \nQ 2725 3281 2906 2969 \nz\nM 947 1747 \nQ 947 1113 1208 752 \nQ 1469 391 1925 391 \nQ 2381 391 2643 752 \nQ 2906 1113 2906 1747 \nQ 2906 2381 2643 2742 \nQ 2381 3103 1925 3103 \nQ 1469 3103 1208 2742 \nQ 947 2381 947 1747 \nz\n\" id=\"DejaVuSans-64\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 3597 1894 \nL 3597 1613 \nL 953 1613 \nQ 991 1019 1311 708 \nQ 1631 397 2203 397 \nQ 2534 397 2845 478 \nQ 3156 559 3463 722 \nL 3463 178 \nQ 3153 47 2828 -22 \nQ 2503 -91 2169 -91 \nQ 1331 -91 842 396 \nQ 353 884 353 1716 \nQ 353 2575 817 3079 \nQ 1281 3584 2069 3584 \nQ 2775 3584 3186 3129 \nQ 3597 2675 3597 1894 \nz\nM 3022 2063 \nQ 3016 2534 2758 2815 \nQ 2500 3097 2075 3097 \nQ 1594 3097 1305 2825 \nQ 1016 2553 972 2059 \nL 3022 2063 \nz\n\" id=\"DejaVuSans-65\" transform=\"scale(0.015625)\"/>\n      <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 1159 525 \nL 1159 -1331 \nL 581 -1331 \nL 581 3500 \nL 1159 3500 \nL 1159 2969 \nQ 1341 3281 1617 3432 \nQ 1894 3584 2278 3584 \nQ 2916 3584 3314 3078 \nQ 3713 2572 3713 1747 \nQ 3713 922 3314 415 \nQ 2916 -91 2278 -91 \nQ 1894 -91 1617 61 \nQ 1341 213 1159 525 \nz\nM 3116 1747 \nQ 3116 2381 2855 2742 \nQ 2594 3103 2138 3103 \nQ 1681 3103 1420 2742 \nQ 1159 2381 1159 1747 \nQ 1159 1113 1420 752 \nQ 1681 391 2138 391 \nQ 2594 391 2855 752 \nQ 3116 1113 3116 1747 \nz\n\" id=\"DejaVuSans-70\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 1959 3097 \nQ 1497 3097 1228 2736 \nQ 959 2375 959 1747 \nQ 959 1119 1226 758 \nQ 1494 397 1959 397 \nQ 2419 397 2687 759 \nQ 2956 1122 2956 1747 \nQ 2956 2369 2687 2733 \nQ 2419 3097 1959 3097 \nz\nM 1959 3584 \nQ 2709 3584 3137 3096 \nQ 3566 2609 3566 1747 \nQ 3566 888 3137 398 \nQ 2709 -91 1959 -91 \nQ 1206 -91 779 398 \nQ 353 888 353 1747 \nQ 353 2609 779 3096 \nQ 1206 3584 1959 3584 \nz\n\" id=\"DejaVuSans-6f\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 2631 2963 \nQ 2534 3019 2420 3045 \nQ 2306 3072 2169 3072 \nQ 1681 3072 1420 2755 \nQ 1159 2438 1159 1844 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1341 3275 1631 3429 \nQ 1922 3584 2338 3584 \nQ 2397 3584 2469 3576 \nQ 2541 3569 2628 3553 \nL 2631 2963 \nz\n\" id=\"DejaVuSans-72\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 2834 3397 \nL 2834 2853 \nQ 2591 2978 2328 3040 \nQ 2066 3103 1784 3103 \nQ 1356 3103 1142 2972 \nQ 928 2841 928 2578 \nQ 928 2378 1081 2264 \nQ 1234 2150 1697 2047 \nL 1894 2003 \nQ 2506 1872 2764 1633 \nQ 3022 1394 3022 966 \nQ 3022 478 2636 193 \nQ 2250 -91 1575 -91 \nQ 1294 -91 989 -36 \nQ 684 19 347 128 \nL 347 722 \nQ 666 556 975 473 \nQ 1284 391 1588 391 \nQ 1994 391 2212 530 \nQ 2431 669 2431 922 \nQ 2431 1156 2273 1281 \nQ 2116 1406 1581 1522 \nL 1381 1569 \nQ 847 1681 609 1914 \nQ 372 2147 372 2553 \nQ 372 3047 722 3315 \nQ 1072 3584 1716 3584 \nQ 2034 3584 2315 3537 \nQ 2597 3491 2834 3397 \nz\n\" id=\"DejaVuSans-73\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 750 794 \nL 1409 794 \nL 1409 0 \nL 750 0 \nL 750 794 \nz\nM 750 3309 \nL 1409 3309 \nL 1409 2516 \nL 750 2516 \nL 750 3309 \nz\n\" id=\"DejaVuSans-3a\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 1172 4494 \nL 1172 3500 \nL 2356 3500 \nL 2356 3053 \nL 1172 3053 \nL 1172 1153 \nQ 1172 725 1289 603 \nQ 1406 481 1766 481 \nL 2356 481 \nL 2356 0 \nL 1766 0 \nQ 1100 0 847 248 \nQ 594 497 594 1153 \nL 594 3053 \nL 172 3053 \nL 172 3500 \nL 594 3500 \nL 594 4494 \nL 1172 4494 \nz\n\" id=\"DejaVuSans-74\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 3513 2113 \nL 3513 0 \nL 2938 0 \nL 2938 2094 \nQ 2938 2591 2744 2837 \nQ 2550 3084 2163 3084 \nQ 1697 3084 1428 2787 \nQ 1159 2491 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 4863 \nL 1159 4863 \nL 1159 2956 \nQ 1366 3272 1645 3428 \nQ 1925 3584 2291 3584 \nQ 2894 3584 3203 3211 \nQ 3513 2838 3513 2113 \nz\n\" id=\"DejaVuSans-68\" transform=\"scale(0.015625)\"/>\n     </defs>\n     <use xlink:href=\"#DejaVuSans-49\"/>\n     <use x=\"29.492188\" xlink:href=\"#DejaVuSans-6e\"/>\n     <use x=\"92.871094\" xlink:href=\"#DejaVuSans-76\"/>\n     <use x=\"152.050781\" xlink:href=\"#DejaVuSans-61\"/>\n     <use x=\"213.330078\" xlink:href=\"#DejaVuSans-64\"/>\n     <use x=\"276.806641\" xlink:href=\"#DejaVuSans-65\"/>\n     <use x=\"338.330078\" xlink:href=\"#DejaVuSans-64\"/>\n     <use x=\"401.806641\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"433.59375\" xlink:href=\"#DejaVuSans-70\"/>\n     <use x=\"497.070312\" xlink:href=\"#DejaVuSans-6f\"/>\n     <use x=\"558.251953\" xlink:href=\"#DejaVuSans-72\"/>\n     <use x=\"597.115234\" xlink:href=\"#DejaVuSans-65\"/>\n     <use x=\"658.638672\" xlink:href=\"#DejaVuSans-73\"/>\n     <use x=\"710.738281\" xlink:href=\"#DejaVuSans-3a\"/>\n     <use x=\"744.429688\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"776.216797\" xlink:href=\"#DejaVuSans-31\"/>\n     <use x=\"839.839844\" xlink:href=\"#DejaVuSans-30\"/>\n     <use x=\"903.462891\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"935.25\" xlink:href=\"#DejaVuSans-49\"/>\n     <use x=\"964.742188\" xlink:href=\"#DejaVuSans-6e\"/>\n     <use x=\"1028.121094\" xlink:href=\"#DejaVuSans-76\"/>\n     <use x=\"1087.300781\" xlink:href=\"#DejaVuSans-61\"/>\n     <use x=\"1148.580078\" xlink:href=\"#DejaVuSans-64\"/>\n     <use x=\"1212.056641\" xlink:href=\"#DejaVuSans-65\"/>\n     <use x=\"1273.580078\" xlink:href=\"#DejaVuSans-64\"/>\n     <use x=\"1337.056641\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"1368.84375\" xlink:href=\"#DejaVuSans-74\"/>\n     <use x=\"1408.052734\" xlink:href=\"#DejaVuSans-68\"/>\n     <use x=\"1471.431641\" xlink:href=\"#DejaVuSans-72\"/>\n     <use x=\"1510.294922\" xlink:href=\"#DejaVuSans-6f\"/>\n     <use x=\"1571.476562\" xlink:href=\"#DejaVuSans-61\"/>\n     <use x=\"1632.755859\" xlink:href=\"#DejaVuSans-74\"/>\n     <use x=\"1671.964844\" xlink:href=\"#DejaVuSans-73\"/>\n     <use x=\"1724.064453\" xlink:href=\"#DejaVuSans-3a\"/>\n     <use x=\"1757.755859\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"1789.542969\" xlink:href=\"#DejaVuSans-30\"/>\n    </g>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"pc77072f140\">\n   <rect height=\"271.8\" width=\"279\" x=\"69.23125\" y=\"22.318125\"/>\n  </clipPath>\n </defs>\n</svg>\n",
          "text/plain": "<Figure size 360x360 with 1 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "d74a8b75ef214b7781e96441a13b6a7e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     }
    },
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
